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bump scikit-learn from 1.3.2 to 1.5.0 in /tools/sklearn_fixtures in the pip group across 1 directory","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-17T23:50:46.000Z","updated_at":"2026-06-17T23:58:59.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"1.3.2","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/tools/sklearn_fixtures in the pip group across 1 directory","ecosystem":"pip"},"body":"Bumps the pip group with 1 update in the /tools/sklearn_fixtures directory: [scikit-learn](https://github.com/scikit-learn/scikit-learn).\n\nUpdates `scikit-learn` from 1.3.2 to 1.5.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.2...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.3.2\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/CRJFisher/clustering-tfjs/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/CRJFisher/clustering-tfjs/pull/15","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/CRJFisher%2Fclustering-tfjs/issues/15","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/15/packages"},{"uuid":"4660797278","node_id":"PR_kwDORqmkhc7mUV-a","number":253,"state":"open","title":"chore(deps): bump the ml-stack group in /backend with 5 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-14T22:07:53.000Z","updated_at":"2026-06-14T22:07:53.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"ml-stack","update_count":5,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"optuna","old_version":"4.8.0","new_version":"4.9.0","repository_url":"https://github.com/optuna/optuna"},{"name":"pandas","old_version":"3.0.2","new_version":"3.0.3","repository_url":"https://github.com/pandas-dev/pandas"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"shap","old_version":"0.51.0","new_version":"0.52.0","repository_url":"https://github.com/shap/shap"}],"path":"/backend","ecosystem":"pip"},"body":"Bumps the ml-stack group in /backend with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [optuna](https://github.com/optuna/optuna) | `4.8.0` | `4.9.0` |\n| [pandas](https://github.com/pandas-dev/pandas) | `3.0.2` | `3.0.3` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [shap](https://github.com/shap/shap) | `0.51.0` | `0.52.0` |\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `optuna` from 4.8.0 to 4.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/optuna/optuna/releases\"\u003eoptuna's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev4.9.0\u003c/h2\u003e\n\u003cp\u003eThis is the release note of \u003ca href=\"https://github.com/optuna/optuna/milestone/74?closed=1\"\u003ev4.9.0\u003c/a\u003e.\u003c/p\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003ch3\u003eEnhance Multi-Objective Constrained Parallel Optimization in GPSampler\u003c/h3\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/sawa3030\"\u003e\u003ccode\u003e@​sawa3030\u003c/code\u003e\u003c/a\u003e introduces parallelization enhancements to \u003ccode\u003eGPSampler\u003c/code\u003e, leveraging the \u003cstrong\u003eKriging Believer\u003c/strong\u003e approach for constrained and multi-objective optimization (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6481\"\u003e#6481\u003c/a\u003e). This improvement allows for more efficient exploration when multiple trials are running concurrently.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThe GP surrogate is updated by assigning temporary objective function values ​​to the running trials.\u003c/p\u003e\n\u003cp\u003eFor more technical details and benchmarks, please check out our blog post: \u003ca href=\"https://medium.com/optuna/improving-optunas-gpsampler-parallelization-by-considering-running-trials-10d42aeb5d49\"\u003eImproving Optuna’s GPSampler Parallelization by Considering Running Trials\u003c/a\u003e.\u003c/p\u003e\n\u003ch3\u003eDeprecate Several Features\u003c/h3\u003e\n\u003cp\u003eThe following features are deprecated in v4.9.0 and scheduled for removal in v6.0.0.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eoptuna\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eSeveral arguments in \u003ccode\u003eTPESampler\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6635\"\u003e#6635\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eprior_weight\u003c/code\u003e, \u003ccode\u003econsider_magic_clip\u003c/code\u003e, \u003ccode\u003econsider_endpoints\u003c/code\u003e, \u003ccode\u003egamma\u003c/code\u003e, \u003ccode\u003eweights\u003c/code\u003e, \u003ccode\u003ehyperopt_parameters\u003c/code\u003e: These internal parameters are being deprecated to simplify the interface, as the default settings are optimal for most use cases.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003ewarn_independent_sampling\u003c/code\u003e: Deprecated because \u003ccode\u003eTPESampler\u003c/code\u003e now robustly supports both independent and joint sampling, making this warning obsolete.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003ecategorical_distance_func\u003c/code\u003e: This advanced feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ex0\u003c/code\u003e and \u003ccode\u003esigma0\u003c/code\u003e options in \u003ccode\u003eCmaEsSampler\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6624\"\u003e#6624\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThese options have been deprecated because they require a deep understanding of \u003ccode\u003eCmaEsSampler\u003c/code\u003e's internals to be configured effectively.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eoptuna.terminator\u003c/code\u003e module\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6668\"\u003e#6668\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThis feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eRetryFailedTrialCallback\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6670\"\u003e#6670\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThis class has been renamed to \u003ccode\u003eRetryHeartbeatStaleTrialCallback\u003c/code\u003e to better reflect its behavior and avoid confusion with general trial retries (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6085\"\u003e#6085\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eoptuna.integration\u003c/code\u003e module\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003eoptuna.integration\u003c/code\u003e module currently acts as a shortcut to the external \u003ccode\u003eoptuna_integration\u003c/code\u003e package for backward compatibility. Please import directly from the \u003ccode\u003eoptuna_integration\u003c/code\u003e package going forward.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eoptuna-integration\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003ePyCmaSampler\u003c/code\u003e: Please use Optuna's native \u003ccode\u003eCmaEsSampler\u003c/code\u003e instead.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eCometCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eMLflowCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTensorBoardCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTrackioCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eWeightsAndBiasesCallback\u003c/code\u003e: This class has already been migrated to OptunaHub.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eBreaking Changes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eDeprecate \u003ccode\u003ePyCmaSampler\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/276\"\u003eoptuna/optuna-integration#276\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd deprecation message for \u003ccode\u003eCometCallback\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/280\"\u003eoptuna/optuna-integration#280\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd deprecation message for MLflowCallback (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/281\"\u003eoptuna/optuna-integration#281\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/4db42e31c24b200e52595df9d4c00e2cdeefea2b\"\u003e\u003ccode\u003e4db42e3\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6691\"\u003e#6691\u003c/a\u003e from c-bata/backport-v4.9-attestations\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/6a15cf0906c5e92e9dbe70d3ee320eb3db5d08b7\"\u003e\u003ccode\u003e6a15cf0\u003c/code\u003e\u003c/a\u003e Add attestations: false to fix release workflow\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/a592e6c0d6604fa678201ecddbcc53a0d232cc65\"\u003e\u003ccode\u003ea592e6c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6684\"\u003e#6684\u003c/a\u003e from c-bata/bump-up-to-v4.9.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/490cfd6de52377acbec1d6f709b0189026575af2\"\u003e\u003ccode\u003e490cfd6\u003c/code\u003e\u003c/a\u003e Bump up to version number v4.9.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/6135d5469152a3f14a41202d2c065e823f3dd24c\"\u003e\u003ccode\u003e6135d54\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6651\"\u003e#6651\u003c/a\u003e from nabenabe0928/add-brute-force-info-to-grid-sampler\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/c41ec2df70ba2c4957aa96f524733d1e488d9e85\"\u003e\u003ccode\u003ec41ec2d\u003c/code\u003e\u003c/a\u003e Merge remote-tracking branch 'upstream/master' into add-brute-force-info-to-g...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/f845a8fccfc0c6d64d419b27ab3076bb1b7caf32\"\u003e\u003ccode\u003ef845a8f\u003c/code\u003e\u003c/a\u003e Fix\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/574749e6a8ae2b93fc0a61908ad90da92495e8e5\"\u003e\u003ccode\u003e574749e\u003c/code\u003e\u003c/a\u003e Fix\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/af7fe8b01791a8ddbb368ce9e77d922296da30b1\"\u003e\u003ccode\u003eaf7fe8b\u003c/code\u003e\u003c/a\u003e Add note to best trial\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/b200bfbb312595c07d0e0c1265754096843091af\"\u003e\u003ccode\u003eb200bfb\u003c/code\u003e\u003c/a\u003e Update the NSGA-III doc\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/optuna/optuna/compare/v4.8.0...v4.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pandas` from 3.0.2 to 3.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pandas-dev/pandas/releases\"\u003epandas's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003epandas 3.0.3\u003c/h2\u003e\n\u003cp\u003eWe are pleased to announce the release of pandas 3.0.3.\nThis is a patch release in the 3.0.x series and includes some regression fixes and bug fixes. We recommend that all users of the 3.0.x series upgrade to this version.\u003c/p\u003e\n\u003cp\u003eSee the \u003ca href=\"https://pandas.pydata.org/docs/whatsnew/v3.0.3.html\"\u003efull whatsnew\u003c/a\u003e for a list of all the changes.\u003c/p\u003e\n\u003cp\u003ePandas 3.0 supports Python 3.11 and higher.\nThe release can be installed from PyPI:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epython -m pip install --upgrade pandas==3.0.*\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eOr from conda-forge\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge pandas=3.0\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003ePlease report any issues with the release on the \u003ca href=\"https://github.com/pandas-dev/pandas/issues\"\u003epandas issue tracker\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eThanks to all the contributors who made this release possible.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/72f2fea91530b5abb3cf2100cb22d84e504695c0\"\u003e\u003ccode\u003e72f2fea\u003c/code\u003e\u003c/a\u003e RLS: 3.0.3 (\u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65590\"\u003e#65590\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/2897590094c2b6e3962d01a82665936f30be563d\"\u003e\u003ccode\u003e2897590\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65436\"\u003e#65436\u003c/a\u003e on branch 3.0.x (Account for privatization of matplotlib `...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/49894b5b6037c50f6444504070d9b1e8e514001a\"\u003e\u003ccode\u003e49894b5\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65499\"\u003e#65499\u003c/a\u003e on branch 3.0.x (BUG: fix check if pyarrow is installed in...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/1c6d1e30cc4b80bedb769a8b3731b0788f69c9dc\"\u003e\u003ccode\u003e1c6d1e3\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] PERF: remove special casing for zoneinfo in tz_localize_to_u...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/2a547116afc46d88d4e6584670fd793949222a1e\"\u003e\u003ccode\u003e2a54711\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/64379\"\u003e#64379\u003c/a\u003e on branch 3.0.x (PERF: improve performance with ZoneInfo t...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/036bb7c0e7160b9d5a7f6bd26a9fc00921fa6977\"\u003e\u003ccode\u003e036bb7c\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65482\"\u003e#65482\u003c/a\u003e on branch 3.0.x (PERF: don't call unique on dtypes for che...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/bf4c182b09251f5b469e8e246ae3ea3e1ae07164\"\u003e\u003ccode\u003ebf4c182\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65410\"\u003e#65410\u003c/a\u003e on branch 3.0.x (TST: also convert str index to object in ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/dd02d75ce219135f9f3f65c13644d4be35585d42\"\u003e\u003ccode\u003edd02d75\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] BUG: keep fsspec OpenFile alive for chained URL reads (\u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/6547\"\u003e#6547\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/aef3d0f6698667262c6d6ffc69180b280b0fa86a\"\u003e\u003ccode\u003eaef3d0f\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] CI: lowercase types-pymysql/types-pyyaml to fix mamba 2.6.0 ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/bb8e24876273a14322047f4b89e648f6a4abebae\"\u003e\u003ccode\u003ebb8e248\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65399\"\u003e#65399\u003c/a\u003e on branch 3.0.x (DOC: fix source link for classes in the r...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pandas-dev/pandas/compare/v3.0.2...v3.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `shap` from 0.51.0 to 0.52.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/shap/shap/releases\"\u003eshap's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.52.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eHighlights\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNative bindings rewritten with \u003cstrong\u003enanobind\u003c/strong\u003e, and the build system migrated\nfrom \u003ccode\u003esetup.py\u003c/code\u003e to \u003cstrong\u003escikit-build-core + CMake\u003c/strong\u003e. The Cython\n\u003ccode\u003e_kernel_lib.pyx\u003c/code\u003e and the existing \u003ccode\u003e_cext\u003c/code\u003e / \u003ccode\u003e_cext_gpu\u003c/code\u003e modules are now\nbuilt as nanobind extensions, and \u003ccode\u003eMANIFEST.in\u003c/code\u003e / \u003ccode\u003esetup.py\u003c/code\u003e have been\nremoved in favor of a \u003ccode\u003epyproject.toml\u003c/code\u003e-driven build. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4366\"\u003e#4366\u003c/a\u003e, by\n\u003ca href=\"https://github.com/CloseChoice\"\u003e\u003ccode\u003e@​CloseChoice\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/daidahao\"\u003e\u003ccode\u003e@​daidahao\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/claude\"\u003e\u003ccode\u003e@​claude\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMinimum dependency versions raised to follow SPEC 0. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4310\"\u003e#4310\u003c/a\u003e, by \u003ca href=\"https://github.com/CloseChoice\"\u003e\u003ccode\u003e@​CloseChoice\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eEnhancements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eLog an \u003ccode\u003eINFO\u003c/code\u003e message when background data is sub-sampled (closes \u003ca href=\"https://redirect.github.com/shap/shap/issues/3461\"\u003e#3461\u003c/a\u003e).\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4294\"\u003e#4294\u003c/a\u003e, by \u003ca href=\"https://github.com/Ebube22\"\u003e\u003ccode\u003e@​Ebube22\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd cross-links between the API Reference and API Examples pages.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4329\"\u003e#4329\u003c/a\u003e, by \u003ca href=\"https://github.com/Abhishek9639\"\u003e\u003ccode\u003e@​Abhishek9639\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eDrop the unused \u003ccode\u003etyping-extensions\u003c/code\u003e dependency. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4629\"\u003e#4629\u003c/a\u003e, by \u003ca href=\"https://github.com/samudraneel05\"\u003e\u003ccode\u003e@​samudraneel05\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImprove GPU TreeExplainer parity: preserve XGBoost default/missing child\nrouting so NaN values follow the same branch as the source model, preserve\nvector-valued XGBoost \u003ccode\u003ebase_score\u003c/code\u003e values (fixing multiclass additivity\noffsets), and tighten categorical handling so sklearn models with\n\u003ccode\u003eenable_categorical=True\u003c/code\u003e raise the existing unsupported-categorical error\neven when the booster does not expose \u003ccode\u003efeature_types\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4997\"\u003e#4997\u003c/a\u003e, by\n\u003ca href=\"https://github.com/RAMitchell\"\u003e\u003ccode\u003e@​RAMitchell\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreeExplainer no longer crashes with pandas nullable dtypes.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4298\"\u003e#4298\u003c/a\u003e, by \u003ca href=\"https://github.com/tudstudent\"\u003e\u003ccode\u003e@​tudstudent\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eNameError\u003c/code\u003e when \u003ccode\u003ewith_binary=False\u003c/code\u003e and \u003ccode\u003ewith_cuda=True\u003c/code\u003e by\ninitializing \u003ccode\u003ecompile_args\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4322\"\u003e#4322\u003c/a\u003e, by \u003ca href=\"https://github.com/mohityadav8\"\u003e\u003ccode\u003e@​mohityadav8\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eText plot colors render correctly by converting NumPy types to float.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4332\"\u003e#4332\u003c/a\u003e, by \u003ca href=\"https://github.com/Saloni-0465\"\u003e\u003ccode\u003e@​Saloni-0465\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAssign the result of \u003ccode\u003enp.flipud\u003c/code\u003e so it is no longer a no-op in\n\u003ccode\u003eAdditiveForceArrayVisualizer\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4343\"\u003e#4343\u003c/a\u003e, by \u003ca href=\"https://github.com/Mahaveerjain-18\"\u003e\u003ccode\u003e@​Mahaveerjain-18\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003eisinstance()\u003c/code\u003e instead of \u003ccode\u003eis\u003c/code\u003e for type checks. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4373\"\u003e#4373\u003c/a\u003e, by \u003ca href=\"https://github.com/divyam-jha123\"\u003e\u003ccode\u003e@​divyam-jha123\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRecord \u003ccode\u003e'sample'\u003c/code\u003e in \u003ccode\u003eExplanation.op_history\u003c/code\u003e instead of \u003ccode\u003e'__getitem__'\u003c/code\u003e.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4376\"\u003e#4376\u003c/a\u003e, by \u003ca href=\"https://github.com/tarun-227\"\u003e\u003ccode\u003e@​tarun-227\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMove the unreachable large-dataset warning into the interventional branch.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4392\"\u003e#4392\u003c/a\u003e, by \u003ca href=\"https://github.com/Mahaveerjain-18\"\u003e\u003ccode\u003e@​Mahaveerjain-18\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u0026quot;structure of inputs doesn't match the expected structure\u0026quot;.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4410\"\u003e#4410\u003c/a\u003e, by \u003ca href=\"https://github.com/shaivimalik\"\u003e\u003ccode\u003e@​shaivimalik\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix the return value from \u003ccode\u003eis_color_map()\u003c/code\u003e in \u003ccode\u003eplots/_beeswarm.py\u003c/code\u003e.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4421\"\u003e#4421\u003c/a\u003e, by \u003ca href=\"https://github.com/maniktyagi04\"\u003e\u003ccode\u003e@​maniktyagi04\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSuppress the \u003ccode\u003eUserWarning\u003c/code\u003e when \u003ccode\u003eLGBMRegressor\u003c/code\u003e was fitted with feature\nnames. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4422\"\u003e#4422\u003c/a\u003e, by \u003ca href=\"https://github.com/shaivimalik\"\u003e\u003ccode\u003e@​shaivimalik\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/8461059bd4e5db2d5d401472ef871c5d411984fe\"\u003e\u003ccode\u003e8461059\u003c/code\u003e\u003c/a\u003e FIX: Improve GPU TreeExplainer parity (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4997\"\u003e#4997\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/8549e6bc3516f71480f0c147265cf5577e4f7a6b\"\u003e\u003ccode\u003e8549e6b\u003c/code\u003e\u003c/a\u003e fix: use isinstance() instead of type() is tuple checks (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4508\"\u003e#4508\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/3be70014c904649286a4211a2cb7155fcb79d89e\"\u003e\u003ccode\u003e3be7001\u003c/code\u003e\u003c/a\u003e remove webpack dependency for sickness scores (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5018\"\u003e#5018\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/6e9f9b8563fb63c37ae4f7a2af308444857cb20c\"\u003e\u003ccode\u003e6e9f9b8\u003c/code\u003e\u003c/a\u003e build(deps): bump qs and express in /javascript (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5015\"\u003e#5015\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/9be5435bb8523eba406147e8dcf3186008818bff\"\u003e\u003ccode\u003e9be5435\u003c/code\u003e\u003c/a\u003e build(deps): bump idna from 3.11 to 3.15 in /docs (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5007\"\u003e#5007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/52dd763bd36603c39ce3a4fc68e7fd805380706e\"\u003e\u003ccode\u003e52dd763\u003c/code\u003e\u003c/a\u003e pin torch to \u0026lt;=2.11.0 in pyproject.toml (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5017\"\u003e#5017\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/d8f2e7656017d5f39e6c026852d1eb6caa2dc711\"\u003e\u003ccode\u003ed8f2e76\u003c/code\u003e\u003c/a\u003e build(deps-dev): bump webpack-dev-server in /javascript (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5009\"\u003e#5009\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/ac6e677d627d5458395e5a2925a3ff3297fafd7a\"\u003e\u003ccode\u003eac6e677\u003c/code\u003e\u003c/a\u003e build(deps-dev): bump \u003ccode\u003e@​babel/plugin-transform-modules-systemjs\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4991\"\u003e#4991\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/679b2eefb00a96ac9b2741103baec27206b26154\"\u003e\u003ccode\u003e679b2ee\u003c/code\u003e\u003c/a\u003e FIX: warn when covariance matrix is singular in LinearExplainer (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4471\"\u003e#4471\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/ce4abd76933cac06e1cedbd75bd8fcfc74238318\"\u003e\u003ccode\u003ece4abd7\u003c/code\u003e\u003c/a\u003e build(deps): bump mistune from 3.2.0 to 3.2.1 (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4990\"\u003e#4990\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/shap/shap/compare/v0.51.0...v0.52.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\n\n\n\u003c/details\u003e","html_url":"https://github.com/zeroyuekun/loan-approval-ai-system/pull/253","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeroyuekun%2Floan-approval-ai-system/issues/253","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/253/packages"},{"uuid":"4657248283","node_id":"PR_kwDOS5HO-s7mJmpD","number":11,"state":"open","title":"build(deps): update scikit-learn requirement from \u003c2,\u003e=1.3 to \u003e=1.9.0,\u003c2","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T23:12:08.000Z","updated_at":"2026-06-13T23:12:09.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps): update","packages":[{"name":"scikit-learn","old_version":"\u003c2,\u003e=1.3","new_version":"\u003e=1.9.0,\u003c2","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/jeffdatascience/precio_viviendas_lima/pull/11","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeffdatascience%2Fprecio_viviendas_lima/issues/11","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/11/packages"},{"uuid":"4657195572","node_id":"PR_kwDOST7z7c7mJciG","number":6,"state":"open","title":"build(deps): bump scikit-learn from 1.4.2 to 1.9.0 in /backend","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T22:47:48.000Z","updated_at":"2026-06-13T22:47:48.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps)","packages":[{"name":"scikit-learn","old_version":"1.4.2","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/backend","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.2 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eRelease 1.8.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.8.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.8.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.8.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14 and features support of free-threaded CPython.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.7.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.7.2 release.\u003c/p\u003e\n\u003cp\u003eThis release contains a few bug fixes and is the first version supporting Python 3.14.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\u0026lt;/tr\u0026gt;\u0026lt;/table\u0026gt; \n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.2...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.4.2\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/ahmedabbas52233-a11y/RoleRadius-Job-Portal/pull/6","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedabbas52233-a11y%2FRoleRadius-Job-Portal/issues/6","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/6/packages"},{"uuid":"4654717906","node_id":"PR_kwDOS5Vy4s7mCBRX","number":2,"state":"closed","title":"Bump scikit-learn from 1.4.1 to 1.5.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":"2026-06-13T08:11:14.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-13T07:18:31.000Z","updated_at":"2026-06-13T08:11:16.000Z","time_to_close":3163,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.4.1","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.1 to 1.5.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.1...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.4.1\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/Verrah/birthweight-analysis/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/Verrah/birthweight-analysis/pull/2","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Verrah%2Fbirthweight-analysis/issues/2","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/2/packages"},{"uuid":"4654619259","node_id":"PR_kwDOS5WsHM7mBu9S","number":2,"state":"open","title":"deps(py): update scikit-learn requirement from \u003e=1.3 to \u003e=1.9.0","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T06:34:49.000Z","updated_at":"2026-06-13T06:34:50.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(py): update","packages":[{"name":"scikit-learn","old_version":"\u003e=1.3","new_version":"\u003e=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/guandada123/StockInsight/pull/2","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guandada123%2FStockInsight/issues/2","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/2/packages"},{"uuid":"4627359889","node_id":"PR_kwDON3c_Lc7kpoXt","number":188,"state":"open","title":"deps(deps): update scikit-learn requirement from ~=1.7.2 to ~=1.9.0","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":3,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-10T02:24:50.000Z","updated_at":"2026-06-10T03:05:43.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(deps): update","packages":[{"name":"scikit-learn","old_version":"~=1.7.2","new_version":"~=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.7.2...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n","html_url":"https://github.com/msu-denver/bili-core/pull/188","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/msu-denver%2Fbili-core/issues/188","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/188/packages"},{"uuid":"4617726976","node_id":"PR_kwDOP4uxx87kJ4a4","number":190,"state":"open","title":"chore(deps): bump the all-dependencies group across 1 directory with 45 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-09T00:38:36.000Z","updated_at":"2026-06-09T00:39:12.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"all-dependencies","update_count":45,"packages":[{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"bleach","old_version":"6.3.0","new_version":"6.4.0","repository_url":"https://github.com/mozilla/bleach"},{"name":"click","old_version":"8.3.2","new_version":"8.4.1","repository_url":"https://github.com/pallets/click"},{"name":"debugpy","old_version":"1.8.20","new_version":"1.8.21","repository_url":"https://github.com/microsoft/debugpy"},{"name":"decorator","old_version":"5.2.1","new_version":"5.3.1","repository_url":"https://github.com/micheles/decorator"},{"name":"docstring-parser","old_version":"0.17.0","new_version":"0.18.0","repository_url":"https://github.com/rr-/docstring_parser"},{"name":"fastapi","old_version":"0.135.3","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"fonttools","old_version":"4.62.1","new_version":"4.63.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"httptools","old_version":"0.7.1","new_version":"0.8.0","repository_url":"https://github.com/MagicStack/httptools"},{"name":"idna","old_version":"3.11","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"ipython","old_version":"9.12.0","new_version":"9.14.1","repository_url":"https://github.com/ipython/ipython"},{"name":"jedi","old_version":"0.19.2","new_version":"0.20.0","repository_url":"https://github.com/davidhalter/jedi"},{"name":"jiter","old_version":"0.14.0","new_version":"0.15.0","repository_url":"https://github.com/pydantic/jiter"},{"name":"jupyter-events","old_version":"0.12.0","new_version":"0.12.1","repository_url":"https://github.com/jupyter/jupyter_events"},{"name":"jupyter-client","old_version":"8.8.0","new_version":"8.9.0","repository_url":"https://github.com/jupyter/jupyter_client"},{"name":"jupyter-server","old_version":"2.17.0","new_version":"2.19.0","repository_url":"https://github.com/jupyter-server/jupyter_server"},{"name":"jupyterlab","old_version":"4.5.6","new_version":"4.5.8","repository_url":"https://github.com/jupyterlab/jupyterlab"},{"name":"matplotlib","old_version":"3.10.8","new_version":"3.10.9","repository_url":"https://github.com/matplotlib/matplotlib"},{"name":"matplotlib-inline","old_version":"0.2.1","new_version":"0.2.2","repository_url":"https://github.com/ipython/matplotlib-inline"},{"name":"mistune","old_version":"3.2.0","new_version":"3.2.1","repository_url":"https://github.com/lepture/mistune"},{"name":"nbclient","old_version":"0.10.4","new_version":"0.11.0","repository_url":"https://github.com/jupyter/nbclient"},{"name":"notebook","old_version":"7.5.5","new_version":"7.5.7","repository_url":"https://github.com/jupyter/notebook"},{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"parso","old_version":"0.8.6","new_version":"0.8.7","repository_url":"https://github.com/davidhalter/parso"},{"name":"platformdirs","old_version":"4.9.6","new_version":"4.10.0","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"postgrest","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"praw","old_version":"7.8.1","new_version":"7.8.2","repository_url":"https://github.com/praw-dev/praw"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"pydantic","old_version":"2.13.0","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.46.0","new_version":"2.47.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"realtime","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"soupsieve","old_version":"2.8.3","new_version":"2.8.4","repository_url":"https://github.com/facelessuser/soupsieve"},{"name":"storage3","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase-auth","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase-functions","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"tornado","old_version":"6.5.5","new_version":"6.5.7","repository_url":"https://github.com/tornadoweb/tornado"},{"name":"traitlets","old_version":"5.14.3","new_version":"5.15.1","repository_url":"https://github.com/ipython/traitlets"},{"name":"urllib3","old_version":"2.6.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"watchfiles","old_version":"1.1.1","new_version":"1.2.0","repository_url":"https://github.com/samuelcolvin/watchfiles"},{"name":"wcwidth","old_version":"0.6.0","new_version":"0.8.1","repository_url":"https://github.com/jquast/wcwidth"}],"path":null,"ecosystem":"pip"},"body":"Bumps the all-dependencies group with 45 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [bleach](https://github.com/mozilla/bleach) | `6.3.0` | `6.4.0` |\n| [click](https://github.com/pallets/click) | `8.3.2` | `8.4.1` |\n| [debugpy](https://github.com/microsoft/debugpy) | `1.8.20` | `1.8.21` |\n| [decorator](https://github.com/micheles/decorator) | `5.2.1` | `5.3.1` |\n| [docstring-parser](https://github.com/rr-/docstring_parser) | `0.17.0` | `0.18.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.135.3` | `0.136.3` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.62.1` | `4.63.0` |\n| [httptools](https://github.com/MagicStack/httptools) | `0.7.1` | `0.8.0` |\n| [idna](https://github.com/kjd/idna) | `3.11` | `3.18` |\n| [ipython](https://github.com/ipython/ipython) | `9.12.0` | `9.14.1` |\n| [jedi](https://github.com/davidhalter/jedi) | `0.19.2` | `0.20.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.14.0` | `0.15.0` |\n| [jupyter-events](https://github.com/jupyter/jupyter_events) | `0.12.0` | `0.12.1` |\n| [jupyter-client](https://github.com/jupyter/jupyter_client) | `8.8.0` | `8.9.0` |\n| [jupyter-server](https://github.com/jupyter-server/jupyter_server) | `2.17.0` | `2.19.0` |\n| [jupyterlab](https://github.com/jupyterlab/jupyterlab) | `4.5.6` | `4.5.8` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.8` | `3.10.9` |\n| [matplotlib-inline](https://github.com/ipython/matplotlib-inline) | `0.2.1` | `0.2.2` |\n| [mistune](https://github.com/lepture/mistune) | `3.2.0` | `3.2.1` |\n| [nbclient](https://github.com/jupyter/nbclient) | `0.10.4` | `0.11.0` |\n| [notebook](https://github.com/jupyter/notebook) | `7.5.5` | `7.5.7` |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [parso](https://github.com/davidhalter/parso) | `0.8.6` | `0.8.7` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.9.6` | `4.10.0` |\n| [postgrest](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [praw](https://github.com/praw-dev/praw) | `7.8.1` | `7.8.2` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.0` | `2.13.4` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.46.0` | `2.47.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [realtime](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.3` | `2.8.4` |\n| [storage3](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase-auth](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase-functions](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [tornado](https://github.com/tornadoweb/tornado) | `6.5.5` | `6.5.7` |\n| [traitlets](https://github.com/ipython/traitlets) | `5.14.3` | `5.15.1` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.6.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [watchfiles](https://github.com/samuelcolvin/watchfiles) | `1.1.1` | `1.2.0` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.6.0` | `0.8.1` |\n\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `bleach` from 6.3.0 to 6.4.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mozilla/bleach/blob/main/CHANGES\"\u003ebleach's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.4.0 (June 5th, 2026)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eNOTE: 2026-06-05: Bleach is no longer maintained. There will be no future\nreleases including for security issues.\u003c/strong\u003e\nSee issue: \u003ccode\u003e\u0026lt;https://github.com/mozilla/bleach/issues/698\u0026gt;\u003c/code\u003e__\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBackwards incompatible changes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDropped support for pypy 3.10. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/764\"\u003e#764\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eSecurity fixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFix bug 2023812 / GHSA-8rfp-98v4-mmr6.\u003c/p\u003e\n\u003cp\u003eFix XSS issue with sanitize_uri_value where disallowed schemes with\nUnicode invisible characters wouldn't be rejected.\u003c/p\u003e\n\u003cp\u003eFor example::\u003c/p\u003e\n\u003cp\u003eimport bleach\npayload1 = '\u003c!-- raw HTML omitted --\u003eClick\u003c!-- raw HTML omitted --\u003e'\nresult1 = bleach.clean(payload1)\nprint(repr(result1))\u003c/p\u003e\n\u003cp\u003eoutputs::\u003c/p\u003e\n\u003cp\u003e'\u003c!-- raw HTML omitted --\u003eClick\u003c!-- raw HTML omitted --\u003e'\u003c/p\u003e\n\u003cp\u003eSee the advisory for details.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFix GHSA-gj48-438w-jh9v.\u003c/p\u003e\n\u003cp\u003eFix issue where URI sanitization wasn't happening in formaction attributes.\u003c/p\u003e\n\u003cp\u003eSee the advisory for details.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBug fixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd support for pypy 3.11. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/764\"\u003e#764\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eDrop version max in tinycss2 pin. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/772\"\u003e#772\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eThis removes one of the things we had to keep checking and updating. Users\nnow own the responsibility for correctness with the version of tinycss2\nthey're using.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/f0355a7af00500482c5292c6c83290c6a178068d\"\u003e\u003ccode\u003ef0355a7\u003c/code\u003e\u003c/a\u003e fix: fix last release date in CHANGES\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/ae4e8a26706516ad01b92e66321b480208a440da\"\u003e\u003ccode\u003eae4e8a2\u003c/code\u003e\u003c/a\u003e chore: bleach 6.4.0 and final release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/970df58e9f0c55cc52244f3f0106e473a40d886d\"\u003e\u003ccode\u003e970df58\u003c/code\u003e\u003c/a\u003e fix: uri-sanitization in formaction attributes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/7c4867c32344d1c961107fae62240a6f0dc680dc\"\u003e\u003ccode\u003e7c4867c\u003c/code\u003e\u003c/a\u003e fix: xss bypass in allowed protocol test using unicode invisible characters\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/913ab75992b845e2c9c060c41f24d46921db4693\"\u003e\u003ccode\u003e913ab75\u003c/code\u003e\u003c/a\u003e fix: reduce redundancy in workflow jobs\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/218c15af455c8dec14f98fcb2e235f8680e93930\"\u003e\u003ccode\u003e218c15a\u003c/code\u003e\u003c/a\u003e fix: rework pip caching\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/4f0b097bf80548a022050e2f71f024d755a9f154\"\u003e\u003ccode\u003e4f0b097\u003c/code\u003e\u003c/a\u003e fix: fix tox platform restrictions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/e95a79d07bb5d792425c2bc0ef5dd03f6614f3bb\"\u003e\u003ccode\u003ee95a79d\u003c/code\u003e\u003c/a\u003e chore: update pytest\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/91539d4e80d4685b8f2bedc79076ff0ff6c1b911\"\u003e\u003ccode\u003e91539d4\u003c/code\u003e\u003c/a\u003e Bump actions/cache from 5.0.3 to 5.0.4\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/cd47b4ce495859065da23c2116f651e591e1e90d\"\u003e\u003ccode\u003ecd47b4c\u003c/code\u003e\u003c/a\u003e fix: handle left-angle-bracket that's not a tag (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/733\"\u003e#733\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mozilla/bleach/compare/v6.3.0...v6.4.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `click` from 8.3.2 to 8.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pallets/click/releases\"\u003eclick's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e8.4.1\u003c/h2\u003e\n\u003cp\u003eThis is the Click 8.4.1 fix release, which fixes bugs but does not otherwise change behavior and should not result in breaking changes compared to the latest feature release.\u003c/p\u003e\n\u003cp\u003ePyPI: \u003ca href=\"https://pypi.org/project/click/8.4.1/\"\u003ehttps://pypi.org/project/click/8.4.1/\u003c/a\u003e\nChanges: \u003ca href=\"https://click.palletsprojects.com/page/changes/#version-8-4-1\"\u003ehttps://click.palletsprojects.com/page/changes/#version-8-4-1\u003c/a\u003e\nMilestone: \u003ca href=\"https://github.com/pallets/click/milestone/32?closed=1\"\u003ehttps://github.com/pallets/click/milestone/32?closed=1\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eget_parameter_source()\u003c/code\u003e is available during eager callbacks and type conversion again. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3458\"\u003e#3458\u003c/a\u003e \u003ca href=\"https://redirect.github.com/pallets/click/issues/3484\"\u003e#3484\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eZsh completion scripts parse correctly on Windows. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3277\"\u003e#3277\u003c/a\u003e # 3466\u003c/li\u003e\n\u003cli\u003eShell completion of \u003ccode\u003eChoice\u003c/code\u003e \u003ccode\u003eEnum\u003c/code\u003e values produces a valid completion result. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3015\"\u003e#3015\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix empty byte-string handling in echo. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3487\"\u003e#3487\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix closed file error with \u003ccode\u003eecho_via_pager\u003c/code\u003e. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3449\"\u003e#3449\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e8.4.0\u003c/h2\u003e\n\u003cp\u003eThis is the Click 8.4.0 feature release. A feature release may include new features, remove previously deprecated code, add new deprecation, or introduce potentially breaking changes.\u003c/p\u003e\n\u003cp\u003eWe encourage everyone to upgrade. You can read more about our \u003ca href=\"https://palletsprojects.com/versions\"\u003eVersion Support Policy\u003c/a\u003e on our website.\u003c/p\u003e\n\u003cp\u003ePyPI: \u003ca href=\"https://pypi.org/project/click/8.4.0/\"\u003ehttps://pypi.org/project/click/8.4.0/\u003c/a\u003e\nChanges:  \u003ca href=\"https://click.palletsprojects.com/page/changes/#version-8-4-0\"\u003ehttps://click.palletsprojects.com/page/changes/#version-8-4-0\u003c/a\u003e\nMilestone \u003ca href=\"https://github.com/pallets/click/milestone/30\"\u003ehttps://github.com/pallets/click/milestone/30\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003eParamType\u003c/code\u003e typing improvements. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3371\"\u003e#3371\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e:class:\u003ccode\u003eParamType\u003c/code\u003e is now a generic abstract base class,\nparameterized by its converted value type.\u003c/li\u003e\n\u003cli\u003e:meth:\u003ccode\u003e~ParamType.convert\u003c/code\u003e return types are narrowed on all\nconcrete types (\u003ccode\u003estr\u003c/code\u003e for :class:\u003ccode\u003eSTRING\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e for\n:class:\u003ccode\u003eINT\u003c/code\u003e, etc.).\u003c/li\u003e\n\u003cli\u003e:meth:\u003ccode\u003e~ParamType.to_info_dict\u003c/code\u003e returns specific\n:class:\u003ccode\u003e~typing.TypedDict\u003c/code\u003e subclasses instead of\n\u003ccode\u003edict[str, Any]\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e:class:\u003ccode\u003eCompositeParamType\u003c/code\u003e and the number-range base are now\ngeneric with abstract methods.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRefactor \u003ccode\u003econvert_type\u003c/code\u003e to extract type inference into a private\n\u003ccode\u003e_guess_type\u003c/code\u003e helper, and add :func:\u003ccode\u003etyping.overload\u003c/code\u003e signatures.\n\u003ca href=\"https://redirect.github.com/pallets/click/issues/3372\"\u003e#3372\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003eParameter\u003c/code\u003e typing improvements. \u003ca href=\"https://redirect.github.com/pallets/click/issues/2805\"\u003e#2805\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e:class:\u003ccode\u003eParameter\u003c/code\u003e is now an abstract base class, making explicit\nthat it cannot be instantiated directly.\u003c/li\u003e\n\u003cli\u003e:attr:\u003ccode\u003eParameter.name\u003c/code\u003e is now \u003ccode\u003estr\u003c/code\u003e instead of \u003ccode\u003estr | None\u003c/code\u003e.\nWhen \u003ccode\u003eexpose_value=False\u003c/code\u003e, the name is set to \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e instead\nof \u003ccode\u003eNone\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ectx\u003c/code\u003e parameter of :meth:\u003ccode\u003eParameter.get_error_hint\u003c/code\u003e is now\ntyped as \u003ccode\u003eContext | None\u003c/code\u003e, matching the runtime behavior.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSplit string values from \u003ccode\u003edefault_map\u003c/code\u003e for parameters with \u003ccode\u003enargs \u0026gt; 1\u003c/code\u003e\nor :class:\u003ccode\u003eTuple\u003c/code\u003e type, matching environment variable behavior.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pallets/click/blob/main/CHANGES.md\"\u003eclick's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 8.4.1\u003c/h2\u003e\n\u003cp\u003eReleased 2026-05-21\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eget_parameter_source()\u003c/code\u003e is available during eager callbacks and type\nconversion again. {issue}\u003ccode\u003e3458\u003c/code\u003e {pr}\u003ccode\u003e3484\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eZsh completion scripts parse correctly on Windows. {issue}\u003ccode\u003e3277\u003c/code\u003e {pr}\u003ccode\u003e3466\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eShell completion of \u003ccode\u003eEnum\u003c/code\u003e values used as \u003ccode\u003eChoice\u003c/code\u003e options produces a\nvalid completion result. {issue}\u003ccode\u003e3015\u003c/code\u003e {pr}\u003ccode\u003e3471\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix empty byte-string handling in echo. {issue}\u003ccode\u003e3487\u003c/code\u003e {pr}\u003ccode\u003e3493\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix closed file error with \u003ccode\u003eecho_via_pager\u003c/code\u003e. {issue}\u003ccode\u003e3449\u003c/code\u003e {pr}\u003ccode\u003e3482\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eopen_url\u003c/code\u003e on Windows when the file path contains spaces.\n{issue}\u003ccode\u003e2994\u003c/code\u003e {pr}\u003ccode\u003e3478\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 8.4.0\u003c/h2\u003e\n\u003cp\u003eReleased 2026-05-17\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e{class}\u003ccode\u003eParamType\u003c/code\u003e typing improvements. {pr}\u003ccode\u003e3371\u003c/code\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e{class}\u003ccode\u003eParamType\u003c/code\u003e is now a generic abstract base class,\nparameterized by its converted value type.\u003c/li\u003e\n\u003cli\u003e{meth}\u003ccode\u003e~ParamType.convert\u003c/code\u003e return types are narrowed on all\nconcrete types (\u003ccode\u003estr\u003c/code\u003e for {class}\u003ccode\u003eSTRING\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e for\n{class}\u003ccode\u003eINT\u003c/code\u003e, etc.).\u003c/li\u003e\n\u003cli\u003e{meth}\u003ccode\u003e~ParamType.to_info_dict\u003c/code\u003e returns specific\n{class}\u003ccode\u003e~typing.TypedDict\u003c/code\u003e subclasses instead of\n\u003ccode\u003edict[str, Any]\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e{class}\u003ccode\u003eCompositeParamType\u003c/code\u003e and the number-range base are now\ngeneric with abstract methods.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRefactor \u003ccode\u003econvert_type\u003c/code\u003e to extract type inference into a private\n\u003ccode\u003e_guess_type\u003c/code\u003e helper, and add {func}\u003ccode\u003etyping.overload\u003c/code\u003e signatures.\n{pr}\u003ccode\u003e3372\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e{class}\u003ccode\u003eParameter\u003c/code\u003e typing improvements. {pr}\u003ccode\u003e2805\u003c/code\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e{class}\u003ccode\u003eParameter\u003c/code\u003e is now an abstract base class, making explicit\nthat it cannot be instantiated directly.\u003c/li\u003e\n\u003cli\u003e{attr}\u003ccode\u003eParameter.name\u003c/code\u003e is now \u003ccode\u003estr\u003c/code\u003e instead of \u003ccode\u003estr | None\u003c/code\u003e.\nWhen \u003ccode\u003eexpose_value=False\u003c/code\u003e, the name is set to \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e instead\nof \u003ccode\u003eNone\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ectx\u003c/code\u003e parameter of {meth}\u003ccode\u003eParameter.get_error_hint\u003c/code\u003e is now\ntyped as \u003ccode\u003eContext | None\u003c/code\u003e, matching the runtime behavior.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSplit string values from \u003ccode\u003edefault_map\u003c/code\u003e for parameters with \u003ccode\u003enargs \u0026gt; 1\u003c/code\u003e\nor {class}\u003ccode\u003eTuple\u003c/code\u003e type, matching environment variable behavior.\n{issue}\u003ccode\u003e2745\u003c/code\u003e {pr}\u003ccode\u003e3364\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAuto-detect \u003ccode\u003etype=UNPROCESSED\u003c/code\u003e for \u003ccode\u003eflag_value\u003c/code\u003e of non-basic types\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/6eeb50e948ea136db145280f6f5dd52eca3fa7e5\"\u003e\u003ccode\u003e6eeb50e\u003c/code\u003e\u003c/a\u003e release version 8.4.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/67921d5b71584112eebcbf89596b5f0e6d14c49f\"\u003e\u003ccode\u003e67921d5\u003c/code\u003e\u003c/a\u003e change log and doc fixes (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3495\"\u003e#3495\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/9c41f46a4015700489ad009266edf1f3893d01d1\"\u003e\u003ccode\u003e9c41f46\u003c/code\u003e\u003c/a\u003e Fix changelog and version admonitions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/6cb34774f20598aa288332f8da02c5aee85448a6\"\u003e\u003ccode\u003e6cb3477\u003c/code\u003e\u003c/a\u003e fix skip condition\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/5ee8e3123d8ddece6c47eff9a7a7d4ca478c4f37\"\u003e\u003ccode\u003e5ee8e31\u003c/code\u003e\u003c/a\u003e fix I/O operation on closed file error with CliRunner and echo_via_pager (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3482\"\u003e#3482\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/becbde5cf416441627f779e8dd34e57738ee1c1f\"\u003e\u003ccode\u003ebecbde5\u003c/code\u003e\u003c/a\u003e pager doesn't close std streams\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/a5f5aa6d4012d256ccca24638f2642fc371e9f77\"\u003e\u003ccode\u003ea5f5aa6\u003c/code\u003e\u003c/a\u003e Handle empty bytes in echo (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3493\"\u003e#3493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/4d3db84b251518e97299a38a5ca4bab3d01873a2\"\u003e\u003ccode\u003e4d3db84\u003c/code\u003e\u003c/a\u003e handle empty bytes in echo\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/d42f15b71757de791a5781fb179fd972da9169f5\"\u003e\u003ccode\u003ed42f15b\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eget_parameter_source()\u003c/code\u003e during type conversion and eager callbacks (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3484\"\u003e#3484\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/0baa8db07736fc7ad3d3eed97d4c73b0059c63e1\"\u003e\u003ccode\u003e0baa8db\u003c/code\u003e\u003c/a\u003e Document ctx.params bypass with test and doc\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pallets/click/compare/8.3.2...8.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `debugpy` from 1.8.20 to 1.8.21\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/microsoft/debugpy/releases\"\u003edebugpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003edebugpy v1.8.21\u003c/h2\u003e\n\u003cp\u003eFixes for:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eReturn evaluate result in DAP response body instead of writing to stdout: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2027\"\u003e#2027\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrevent invalid \u003ccode\u003escopes\u003c/code\u003e request from crashing debug session: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2026\"\u003e#2026\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip uninitialized \u003ccode\u003e__slots__\u003c/code\u003e in variable resolver: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2024\"\u003e#2024\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle \u003ccode\u003e-c\u003c/code\u003e arguments that are \u003ccode\u003ebytes\u003c/code\u003e instead of \u003ccode\u003estr\u003c/code\u003e: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2021\"\u003e#2021\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix evaluation of variables from chained exception frames: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2018\"\u003e#2018\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eContinueRequest\u003c/code\u003e with a specific \u003ccode\u003ethreadId\u003c/code\u003e no longer resumes all threads (in-process adapter): \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2012\"\u003e#2012\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid strong reference to exceptions during unwind: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2008\"\u003e#2008\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eShow error message on evaluate failures in the hover context: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2006\"\u003e#2006\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eDisplay \u003ccode\u003edlerror\u003c/code\u003e output when \u003ccode\u003edlopen\u003c/code\u003e fails: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2000\"\u003e#2000\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReplace removed \u003ccode\u003epkgutil.get_loader\u003c/code\u003e with \u003ccode\u003eimportlib.util.find_spec\u003c/code\u003e in \u003ccode\u003eget_fullname\u003c/code\u003e: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/1998\"\u003e#1998\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eEnhancements:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd option to ignore all system exit codes: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2017\"\u003e#2017\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePull changes from pydevd up to March 2026: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2010\"\u003e#2010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eInfrastructure work:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eSuppress Flawfinder false positives on Cython memcpy / read-loop iterators (TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816216\"\u003e#2816216\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816217\"\u003e#2816217\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816218\"\u003e#2816218\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816219\"\u003e#2816219\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816220\"\u003e#2816220\u003c/a\u003e): \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2028\"\u003e#2028\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2029\"\u003e#2029\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2030\"\u003e#2030\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2031\"\u003e#2031\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2032\"\u003e#2032\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to \u003ca href=\"https://github.com/maxbachmann\"\u003e\u003ccode\u003e@​maxbachmann\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/mfussenegger\"\u003e\u003ccode\u003e@​mfussenegger\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/sambrightman\"\u003e\u003ccode\u003e@​sambrightman\u003c/code\u003e\u003c/a\u003e for the commits.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/858b05c08555cfc54efa7cf90e70184c7495b38e\"\u003e\u003ccode\u003e858b05c\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816217\"\u003e#2816217\u003c/a\u003e: suppress Flawfinder false positive on Cython JoinPyUnicode ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/f0c34f133ad3eb7992ca50e45e5459f9d58f4be8\"\u003e\u003ccode\u003ef0c34f1\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816216\"\u003e#2816216\u003c/a\u003e: suppress Flawfinder false positive on Cython DIGIT_PAIRS_8 ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/4c70e13d0e3fc8eee5013cd2a41c7a6d752d55d3\"\u003e\u003ccode\u003e4c70e13\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816218\"\u003e#2816218\u003c/a\u003e: suppress Flawfinder false positive on Cython read-loop iter...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/19c2b8c029975a6ba2e4e521d8fbdf5f1b3ed8fd\"\u003e\u003ccode\u003e19c2b8c\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816220\"\u003e#2816220\u003c/a\u003e: suppress Flawfinder false positive on Cython read-loop iter...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/ab9263839637357f3372ffb550395ffbf8ce9f77\"\u003e\u003ccode\u003eab92638\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2031\"\u003e#2031\u003c/a\u003e from StellaHuang95/stellahuang/tsa-2816219-flawfinde...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/12bd4fef7ea5c35248d9f175f5b0218b970fa64c\"\u003e\u003ccode\u003e12bd4fe\u003c/code\u003e\u003c/a\u003e Return evaluate result in DAP response body instead of writing to stdout (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2027\"\u003e#2027\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/8bd57a7d446d6ec4d7dd4e580d00cdea193ddcd9\"\u003e\u003ccode\u003e8bd57a7\u003c/code\u003e\u003c/a\u003e Prevent invalid scopes request from crashing debug session (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2026\"\u003e#2026\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/bf118c8d0ec97e584d2f3cfd781f04a745a1334c\"\u003e\u003ccode\u003ebf118c8\u003c/code\u003e\u003c/a\u003e Skip uninitialized \u003cstrong\u003eslots\u003c/strong\u003e in variable resolver (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/a55be0e6f0700646e0833097ab78b2e4ba68745b\"\u003e\u003ccode\u003ea55be0e\u003c/code\u003e\u003c/a\u003e Potential fix when \u003ccode\u003e-c\u003c/code\u003e arguments are bytes instead of a str (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/0f037adec6fb2f61ad225849e953188ec349adbc\"\u003e\u003ccode\u003e0f037ad\u003c/code\u003e\u003c/a\u003e Fix evaluation of variables from chained exception frames (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2018\"\u003e#2018\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/microsoft/debugpy/compare/v1.8.20...v1.8.21\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `decorator` from 5.2.1 to 5.3.1\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/micheles/decorator/blob/master/CHANGES.md\"\u003edecorator's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e5.3.1 (2026-05-18)\u003c/h2\u003e\n\u003cp\u003eAdded license SPDX identifier to pyproject.toml (reported by\nChristian Lackas).\u003c/p\u003e\n\u003ch2\u003e5.3.0 (2026-05-17)\u003c/h2\u003e\n\u003cp\u003eAdded official support for Python 3.14 (thanks to Hugo van Kemenade,\nDavid Cain and the GitHub user bersbersbers).\nFixed a bug with \u0026quot;return await\u0026quot; contributed by Kadir Can Ozden.\nMoved decorator.py to a package structure (\u003ccode\u003edecorator/__init__.py\u003c/code\u003e) and\nadded a stub file (\u003ccode\u003edecorator/__init__.pyi\u003c/code\u003e) contributed by Marco Gorelli.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/426e9e35d563ffe356e54bd0f970d153b8f25370\"\u003e\u003ccode\u003e426e9e3\u003c/code\u003e\u003c/a\u003e Bumped the version to 5.3.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/062ff0e0c33733f2148a5590d118a8570df846d5\"\u003e\u003ccode\u003e062ff0e\u003c/code\u003e\u003c/a\u003e Fixed the dependency on setuptools\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/086ff5d95d4dc550117c12647a4427d70bf8833d\"\u003e\u003ccode\u003e086ff5d\u003c/code\u003e\u003c/a\u003e Updated license\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/5807a83ead31f0de5303fa950ddea49d850d7355\"\u003e\u003ccode\u003e5807a83\u003c/code\u003e\u003c/a\u003e Updated license\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/093aced11439251e496b47a9a9369501075e8d1a\"\u003e\u003ccode\u003e093aced\u003c/code\u003e\u003c/a\u003e Updated changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/e9ced7e63ad9502b3e2a3e3db5f5f1ccc16c5fd6\"\u003e\u003ccode\u003ee9ced7e\u003c/code\u003e\u003c/a\u003e Added license SPDX\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/b3e82ddc04e8d0c18c51eecb30b4a59aee5aac1d\"\u003e\u003ccode\u003eb3e82dd\u003c/code\u003e\u003c/a\u003e Fixed CHANGES.md [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/f1ce8da8522193421436c368849afe886666b4e5\"\u003e\u003ccode\u003ef1ce8da\u003c/code\u003e\u003c/a\u003e Doc fix [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/c924d7c6aa2e47a0627706c385101ff8d558d091\"\u003e\u003ccode\u003ec924d7c\u003c/code\u003e\u003c/a\u003e Updated supported versions [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/8b83e8cca35f5c773654ce4ae89b4e3f84f430d3\"\u003e\u003ccode\u003e8b83e8c\u003c/code\u003e\u003c/a\u003e Fixed CHANGES [ci skip]\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/micheles/decorator/compare/5.2.1...5.3.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `docstring-parser` from 0.17.0 to 0.18.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/rr-/docstring_parser/blob/master/CHANGELOG.md\"\u003edocstring-parser's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e0.18 (2026-04-14)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Allow \u003ccode\u003eparse()\u003c/code\u003e to work with missing \u003ccode\u003e__doc__\u003c/code\u003e (thanks to \u003ca href=\"https://github.com/jamesbraza\"\u003e\u003ccode\u003e@​jamesbraza\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Officially support Python 3.14 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Exclude \u003ccode\u003edocstring_parser.tests\u003c/code\u003e from built wheels (thanks to \u003ca href=\"https://github.com/gvalkov\"\u003e\u003ccode\u003e@​gvalkov\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEpydoc: Add missing attribute parsing, which includes the \u0026quot;\u003ca href=\"https://github.com/ivar\"\u003e\u003ccode\u003e@​ivar\u003c/code\u003e\u003c/a\u003e\u0026quot;, \u0026quot;\u003ca href=\"https://github.com/cvar\"\u003e\u003ccode\u003e@​cvar\u003c/code\u003e\u003c/a\u003e\u0026quot; and \u0026quot;\u003ca href=\"https://github.com/var\"\u003e\u003ccode\u003e@​var\u003c/code\u003e\u003c/a\u003e\u0026quot; syntax (thanks to \u003ca href=\"https://github.com/Masara\"\u003e\u003ccode\u003e@​Masara\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eNumpydoc: Add support for defaults in type declarations and improve compose behavior (thanks to \u003ca href=\"https://github.com/jwlodek\"\u003e\u003ccode\u003e@​jwlodek\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.17 (2025-07-21)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Replace poetry with hatchling (thanks to \u003ca href=\"https://github.com/LecrisUT\"\u003e\u003ccode\u003e@​LecrisUT\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Drop support for Python 3.6 and 3.7 (thanks to \u003ca href=\"https://github.com/LecrisUT\"\u003e\u003ccode\u003e@​LecrisUT\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Officially support Python 3.13 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Publish packages to PyPI with digital attestations (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGoogle: Fix multi-line parameter definitions (thanks to \u003ca href=\"https://github.com/coolbeevip\"\u003e\u003ccode\u003e@​coolbeevip\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAttrdoc: Remove use of deprecated ast classes (thanks to \u003ca href=\"https://github.com/fedepell\"\u003e\u003ccode\u003e@​fedepell\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.16 (2024-03-15)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: add a new property, \u003ccode\u003edescription\u003c/code\u003e, that combines short and long\ndescriptions into a single string (thanks to \u003ca href=\"https://github.com/pR0Ps\"\u003e\u003ccode\u003e@​pR0Ps\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: support Python 3.12 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.15 (2022-09-05)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: add a new function, \u003ccode\u003eparse_from_object\u003c/code\u003e, that supports scattered\ndocstrings (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.14.1 (2022-04-27)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: fix autodetection (regression from 0.14)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.14 (2022-04-25)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eNumpydoc: Improved support for Example / Examples section\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.13 (2021-11-17)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGoogle: Added support for Example / Examples section\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.12 (2021-10-15)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Added support for lone \u003ccode\u003e:rtype:\u003c/code\u003e meta information (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.11 (2021-09-30)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Started tracking changes\u003c/li\u003e\n\u003cli\u003eGeneral: Added ability to combine function docstrings (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReST: Added support for \u003ccode\u003e:type:\u003c/code\u003e and \u003ccode\u003e:rtype:\u003c/code\u003e (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/87dca55a7b5bdc854ad1d190f1c461015ba5f008\"\u003e\u003ccode\u003e87dca55\u003c/code\u003e\u003c/a\u003e Bump version: 0.17.0 → 0.18.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/059d189eef68dccd226531a8536652c04e467744\"\u003e\u003ccode\u003e059d189\u003c/code\u003e\u003c/a\u003e Support Python 3.14 (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/111\"\u003e#111\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/9f8501fd9cfc68794b33be79acc03a303c8bb527\"\u003e\u003ccode\u003e9f8501f\u003c/code\u003e\u003c/a\u003e Remove docstring_parser.tests from bdist (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/107\"\u003e#107\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/352ac5acfa7e8b91319dd26687996f856c282a97\"\u003e\u003ccode\u003e352ac5a\u003c/code\u003e\u003c/a\u003e Add support for setting default value in type declaration for numpydoc, vario...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/434078c85ef98e1bd38de0bff377e081073227da\"\u003e\u003ccode\u003e434078c\u003c/code\u003e\u003c/a\u003e build: fix builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/fd6fe7b35363c1744a732381596d50eda161f9e2\"\u003e\u003ccode\u003efd6fe7b\u003c/code\u003e\u003c/a\u003e epydoc: add missing attribute parsing\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/37fac3d32ebd73e16c468aefd54022c6a6d8d563\"\u003e\u003ccode\u003e37fac3d\u003c/code\u003e\u003c/a\u003e docs: fix missing changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/b4a3c48883f6dd3d69c1dc57545f1b72238c6c2a\"\u003e\u003ccode\u003eb4a3c48\u003c/code\u003e\u003c/a\u003e Allowing \u003ccode\u003eparse\u003c/code\u003e to work with missing \u003ccode\u003e__doc__\u003c/code\u003e (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/rr-/docstring_parser/compare/0.17.0...0.18.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.135.3 to 0.136.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.136.3\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (the default). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15589\"\u003e#15589\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.136.2\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Validate Server Sent Event fields to avoid applications from sending broken data. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15588\"\u003e#15588\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15464\"\u003e#15464\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update and simplify docs about help and management. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15583\"\u003e#15583\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add docs references to central contributing docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15580\"\u003e#15580\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15577\"\u003e#15577\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🍱 Update sponsors: TalorData image. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15562\"\u003e#15562\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update docs, simplify usage of admonitions, only default ones. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15553\"\u003e#15553\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Fix image URLs in \u003ccode\u003eindex.md\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15534\"\u003e#15534\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✏️ Fix Azkaban spelling typo in \u003ccode\u003evirtual-environments.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15463\"\u003e#15463\u003c/a\u003e by \u003ca href=\"https://github.com/isaacbernat\"\u003e\u003ccode\u003e@​isaacbernat\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Improve layout and styling. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15462\"\u003e#15462\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Refactor opinions section with interactive tabs and new logos. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15458\"\u003e#15458\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add FastAPI Conf '26 announcement to docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15457\"\u003e#15457\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTranslations\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🌐 Improve translation consistency in \u003ccode\u003e‎docs/pt/docs/advanced/generate-clients.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15456\"\u003e#15456\u003c/a\u003e by \u003ca href=\"https://github.com/Will-thom\"\u003e\u003ccode\u003e@​Will-thom\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ja (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15530\"\u003e#15530\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for uk (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15529\"\u003e#15529\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for pt (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15528\"\u003e#15528\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for de (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15527\"\u003e#15527\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for tr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15526\"\u003e#15526\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ko (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15525\"\u003e#15525\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh-hant (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15524\"\u003e#15524\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for fr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15522\"\u003e#15522\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for es (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15523\"\u003e#15523\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15520\"\u003e#15520\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ru (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15521\"\u003e#15521\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Fix typos in Spanish LLM-prompt. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15472\"\u003e#15472\u003c/a\u003e by \u003ca href=\"https://github.com/crr004\"\u003e\u003ccode\u003e@​crr004\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✅ Update tests, don't double dispose the engine. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15587\"\u003e#15587\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⚡️ Speed up test suite via caching and fixture scopes to make it ~24% faster. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/13583\"\u003e#13583\u003c/a\u003e by \u003ca href=\"https://github.com/dikos1337\"\u003e\u003ccode\u003e@​dikos1337\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15585\"\u003e#15585\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump urllib3 from 2.6.3 to 2.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15502\"\u003e#15502\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump idna from 3.11 to 3.15. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15565\"\u003e#15565\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump cloudflare/wrangler-action from 3.15.0 to 4.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15571\"\u003e#15571\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Migrate docs from MkDocs to Zensical. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15563\"\u003e#15563\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15548\"\u003e#15548\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/82064857539e6286522c347b4b11331b48dd2378\"\u003e\u003ccode\u003e8206485\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c910e0139f983d0e04e2d1d235cd71803afeae34\"\u003e\u003ccode\u003ec910e01\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/063b5bf582d31fb155cc6bc6f88cf512329d0fd5\"\u003e\u003ccode\u003e063b5bf\u003c/code\u003e\u003c/a\u003e ♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (th...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/22b02e26f9e8c7e32bd8266e2b0ebe8bb3a0db2b\"\u003e\u003ccode\u003e22b02e2\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3b252a2a22ba27a8ab83d6bde7d9cddbc5bf738e\"\u003e\u003ccode\u003e3b252a2\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7fb7851b3389f24c51701d705458989be53ccbb\"\u003e\u003ccode\u003ec7fb785\u003c/code\u003e\u003c/a\u003e ♻️ Validate Server Sent Event fields to avoid applications from sending broke...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/cb83b83dcf78eab4ea17d504db5abcda705fbdc4\"\u003e\u003ccode\u003ecb83b83\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/00f805cec94c0bf48c1f9a563535a3ab2e6f90ab\"\u003e\u003ccode\u003e00f805c\u003c/code\u003e\u003c/a\u003e ✅ Update tests, don't double dispose the engine (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15587\"\u003e#15587\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3675137523dc167981aa3a3c44599b4f3079ccd8\"\u003e\u003ccode\u003e3675137\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/7b57e42986bb4d40c9eb6580537d13fb8e76097e\"\u003e\u003ccode\u003e7b57e42\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15464\"\u003e#15464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.135.3...0.136.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fonttools` from 4.62.1 to 4.63.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fonttools/fonttools/releases\"\u003efonttools's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.63.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[ttLib] Add support for Apple Color Emoji \u003ccode\u003ebgcl\u003c/code\u003e table (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4065\"\u003e#4065\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[ttLib] Add support for \u003ccode\u003eIFT\u003c/code\u003e and \u003ccode\u003eIFTX\u003c/code\u003e tables (Incremental Font Transfer, PatchMapFormat2) (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4070\"\u003e#4070\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4072\"\u003e#4072\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[otData] Introduce \u003ccode\u003eFieldSpec\u003c/code\u003e dataclass for OpenType table schema definitions, replacing raw tuples in \u003ccode\u003eotData.py\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4076\"\u003e#4076\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[Feat] Show \u003ccode\u003ename\u003c/code\u003e table strings as comments next to label IDs in TTX output, matching the convention used by \u003ccode\u003efvar\u003c/code\u003e, \u003ccode\u003eSTAT\u003c/code\u003e, \u003ccode\u003etrak\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cu2qu] Fix Cython complex-division rounding difference in \u003ccode\u003esplit_cubic_into_three\u003c/code\u003e that could cause ±1 off-curve coordinate shifts (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/3928\"\u003e#3928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4083\"\u003e#4083\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[designspaceLib] Fix \u003ccode\u003emap_backward\u003c/code\u003e\u003ccode\u003egooglefonts/ufo2ft#978\u003c/code\u003e\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[OS/2] Fix \u003ccode\u003esetUnicodeRanges\u003c/code\u003e to accept reserved bits 123-127, restoring round-trip with \u003ccode\u003egetUnicodeRanges\u003c/code\u003e and fixing \u003ccode\u003erecalcUnicodeRanges\u003c/code\u003e crash in the subsetter (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4087\"\u003e#4087\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cython] Declare Cython extensions as free-threading compatible on Python 3.13+, so that importing them on free-threaded Python no longer re-enables the GIL (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4073\"\u003e#4073\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fonttools/fonttools/blob/main/NEWS.rst\"\u003efonttools's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.63.0 (released 2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[ttLib] Add support for Apple Color Emoji \u003ccode\u003ebgcl\u003c/code\u003e table (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4065\"\u003e#4065\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[ttLib] Add support for \u003ccode\u003eIFT\u003c/code\u003e and \u003ccode\u003eIFTX\u003c/code\u003e tables (Incremental Font Transfer,\nPatchMapFormat2) (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4070\"\u003e#4070\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4072\"\u003e#4072\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[otData] Introduce \u003ccode\u003eFieldSpec\u003c/code\u003e dataclass for OpenType table schema definitions,\nreplacing raw tuples in \u003ccode\u003eotData.py\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4076\"\u003e#4076\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[Feat] Show \u003ccode\u003ename\u003c/code\u003e table strings as comments next to label IDs in TTX output,\nmatching the convention used by \u003ccode\u003efvar\u003c/code\u003e, \u003ccode\u003eSTAT\u003c/code\u003e, \u003ccode\u003etrak\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cu2qu] Fix Cython complex-division rounding difference in\n\u003ccode\u003esplit_cubic_into_three\u003c/code\u003e that could cause ±1 off-curve coordinate shifts\n(\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/3928\"\u003e#3928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4083\"\u003e#4083\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[designspaceLib] Fix \u003ccode\u003emap_backward\u003c/code\u003e for many-to-one (flat-segment) axis maps\nthat silently dropped entries via dict comprehension\n\u003ccode\u003egooglefonts/ufo2ft#978\u003c/code\u003e\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[OS/2] Fix \u003ccode\u003esetUnicodeRanges\u003c/code\u003e to accept reserved bits 123-127, restoring\nround-trip with \u003ccode\u003egetUnicodeRanges\u003c/code\u003e and fixing \u003ccode\u003erecalcUnicodeRanges\u003c/code\u003e crash\nin the subsetter (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4087\"\u003e#4087\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cython] Declare Cython extensions as free-threading compatible on Python 3.13+,\nso that importing them on free-threaded Python no longer re-enables the GIL\n(\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4073\"\u003e#4073\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/978d9edccb60ea0e5fbad7015cb11817c3532328\"\u003e\u003ccode\u003e978d9ed\u003c/code\u003e\u003c/a\u003e Release 4.63.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/6b40ecb6f13e076916044ecd8f0fc13ab5f957f6\"\u003e\u003ccode\u003e6b40ecb\u003c/code\u003e\u003c/a\u003e Add changelog entries for 4.63.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/382a35fb5e96c6ff38a1e7775a24e20bf122a66d\"\u003e\u003ccode\u003e382a35f\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e from fonttools/fix-freethreading-compat\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/0e999b55f05ad0dd8423f389673a32de9c5199bb\"\u003e\u003ccode\u003e0e999b5\u003c/code\u003e\u003c/a\u003e Declare Cython extensions as free-threading compatible\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/9e55ea54c184b0d4c0830525f72e69c6c1a32691\"\u003e\u003ccode\u003e9e55ea5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e from fonttools/graphite-feat-labels\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/e84db3ab426a251256ebec7904c03dc73e25932b\"\u003e\u003ccode\u003ee84db3a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e from fonttools/fix-setUnicodeRanges-bits-123-127\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/d6eabd1edf7bfa950b6b85c393e4c185dee36d7f\"\u003e\u003ccode\u003ed6eabd1\u003c/code\u003e\u003c/a\u003e Feat: show name table strings as comments next to label IDs in ttx\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/7d0902b2e27ec1433b015b3b8a79391d7c8604cb\"\u003e\u003ccode\u003e7d0902b\u003c/code\u003e\u003c/a\u003e OS/2: fix setUnicodeRanges round-trip for reserved bits 123-127\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/06e266ce70ec578d549c2df0e180a84d9323baf2\"\u003e\u003ccode\u003e06e266c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e from fonttools/fix-map-backward-non-injective\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/6d64598a63f83bcd59d29cf3f22dd25343bd9688\"\u003e\u003ccode\u003e6d64598\u003c/code\u003e\u003c/a\u003e Add more tests for map_backward with many-to-one axis maps\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fonttools/fonttools/compare/4.62.1...4.63.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `httptools` from 0.7.1 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/MagicStack/httptools/releases\"\u003ehttptools's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch1\u003eChanges\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd http-parser and llhttp licenses into the wheels (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/135\"\u003e#135\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/justeph\"\u003e\u003ccode\u003e@​justeph\u003c/code\u003e\u003c/a\u003e in c398a157)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMark cython module as free-threading compatible (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/139\"\u003e#139\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/kumaraditya303\"\u003e\u003ccode\u003e@​kumaraditya303\u003c/code\u003e\u003c/a\u003e in 28d1db15)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFix all typing issues (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/134\"\u003e#134\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in a9bda0ed)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eBump llhttp to 9.4.1 (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/145\"\u003e#145\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/fantix\"\u003e\u003ccode\u003e@​fantix\u003c/code\u003e\u003c/a\u003e in e3e8d71e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSecurity: fix URL truncation issue (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/144\"\u003e#144\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/fantix\"\u003e\u003ccode\u003e@​fantix\u003c/code\u003e\u003c/a\u003e in a0283f07 for \u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/142\"\u003e#142\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAllow building with latest setuptools (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/138\"\u003e#138\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/OldManYellsAtCloud\"\u003e\u003ccode\u003e@​OldManYellsAtCloud\u003c/code\u003e\u003c/a\u003e in c403ad1a)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/cf10ce6f0dae56e61817e67b9bb073dd39d0191a\"\u003e\u003ccode\u003ecf10ce6\u003c/code\u003e\u003c/a\u003e httptools 0.8.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/a0283f07c8a7a3f81e26135283daa25e4baba3af\"\u003e\u003ccode\u003ea0283f0\u003c/code\u003e\u003c/a\u003e security: fix URL truncation issue (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/144\"\u003e#144\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/05e6b8e9cf71fed8fa0e4796a2c1a52351b2e182\"\u003e\u003ccode\u003e05e6b8e\u003c/code\u003e\u003c/a\u003e ci: add freethreading 3.14 to the CI matrix (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/146\"\u003e#146\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/e3e8d71ee946937209aa965400cc2a8710520215\"\u003e\u003ccode\u003ee3e8d71\u003c/code\u003e\u003c/a\u003e Bump llhttp to 9.4.1 (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/145\"\u003e#145\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/a9bda0edb93da51c68cbf6db791c958166b86249\"\u003e\u003ccode\u003ea9bda0e\u003c/code\u003e\u003c/a\u003e Fix all typing issues (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/134\"\u003e#134\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/28d1db15eaeaab5bc7d376d2c2035d966b6e1378\"\u003e\u003ccode\u003e28d1db1\u003c/code\u003e\u003c/a\u003e mark cython module as free-threading compatible (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/139\"\u003e#139\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/c403ad1ad6cc9345834269a0611b74c6ee4bdcfa\"\u003e\u003ccode\u003ec403ad1\u003c/code\u003e\u003c/a\u003e Allow building with latest setuptools (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/138\"\u003e#138\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/c398a1579a30ba12b5aeed2d7163644947514590\"\u003e\u003ccode\u003ec398a15\u003c/code\u003e\u003c/a\u003e Add http-parser and llhttp licenses into the wheels (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/135\"\u003e#135\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/4cfdabd31ccfd5ccf9ab8c60992b4348ebcf5a84\"\u003e\u003ccode\u003e4cfdabd\u003c/code\u003e\u003c/a\u003e ci: fix release workflow (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/132\"\u003e#132\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/ef71da977cde416fcbd570393fe0c1e22d26b56f\"\u003e\u003ccode\u003eef71da9\u003c/code\u003e\u003c/a\u003e Post-release version bump\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/MagicStack/httptools/compare/v0.7.1...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `idna` from 3.11 to 3.18\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/blob/master/HISTORY.md\"\u003eidna's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e3.18 (2026-06-02)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eWhen decoding a domain, add a \u003ccode\u003edisplay\u003c/code\u003e argument that will pass\nthrough invalid labels rather than raising an exception.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.17 (2026-05-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSubstantial 75% reduction in memory usage through new data\nstructures and some optimization in processing speed.\u003c/li\u003e\n\u003cli\u003eAdded a general 1024-character input length cap to the public\nvalidation, conversion, and codec entry points. This is well above\nany legitimate domain or label and guards against pathological\ninputs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.16 (2026-05-22)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd a command-line interface (\u003ccode\u003epython -m idna\u003c/code\u003e, also available as\nthe \u003ccode\u003eidna\u003c/code\u003e script). Encodes or decodes one or more domains supplied\nas arguments or on standard input, with options to select A-label\nor U-label output and control error handling.\u003c/li\u003e\n\u003cli\u003eRaise the minimum supported Python version to 3.9\u003c/li\u003e\n\u003cli\u003eVarious code quality improvements\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.15 (2026-05-12)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eEnforce DNS-length cap on individual labels early in \u003ccode\u003echeck_label\u003c/code\u003e,\nshort-circuiting contextual-rule processing for oversized input\nwhile staying compatible with UTS 46 usage.\u003c/li\u003e\n\u003cli\u003eTidy core helpers: hoist bidi category sets to module-level\nfrozensets (avoiding per-codepoint list construction), simplify\nlength checks, and reuse the shared \u003ccode\u003e_unicode_dots_re\u003c/code\u003e from\n\u003ccode\u003eidna.core\u003c/code\u003e in the codec module.\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003eraise ... from err\u003c/code\u003e for proper exception chaining and\nswitch internal string formatting to f-strings.\u003c/li\u003e\n\u003cli\u003eAllow \u003ccode\u003eflit_core\u003c/code\u003e 4.x in the build backend.\u003c/li\u003e\n\u003cli\u003eExpand the ruff lint set (flake8-bugbear, flake8-simplify,\npyupgrade, perflint) and apply the surfaced fixes; pin lint CI\nto Python 3.14.\u003c/li\u003e\n\u003cli\u003eAdd Dependabot configuration for GitHub Actions.\u003c/li\u003e\n\u003cli\u003eConvert README and HISTORY from reStructuredText to Markdown.\u003c/li\u003e\n\u003cli\u003eReference CVE-2026-45409 for the 3.14 advisory in place of the\ninitial GHSA identifier.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to Felix Yan, Stan Ulbrych, and metsw24-max for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003e3.14 (2026-05-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved opportunity to process long inputs into quadratic\ntime by rejecting oversize inputs up-front. Closes a bypass\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/f39ea903ba49eb5a0b2c6723c9a929b41ed4a0f1\"\u003e\u003ccode\u003ef39ea90\u003c/code\u003e\u003c/a\u003e Release 3.18\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/40f4e407bc7452da37c24b0c112dcda9a5b299ba\"\u003e\u003ccode\u003e40f4e40\u003c/code\u003e\u003c/a\u003e Pre-release 3.18rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/1a5bf80f2fa40454589e6144efe5f72015ef9d24\"\u003e\u003ccode\u003e1a5bf80\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/253\"\u003e#253\u003c/a\u003e from kjd/lenient-decode\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/5bbb26fc86e28c4ee1434ae8ae8db76de4c2a5ac\"\u003e\u003ccode\u003e5bbb26f\u003c/code\u003e\u003c/a\u003e Merge branch 'master' into lenient-decode\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/c532bae5270489cef8faf9f6b1eb70cbcb454c6d\"\u003e\u003ccode\u003ec532bae\u003c/code\u003e\u003c/a\u003e Rename decode() lenient= option to display= (issue \u003ca href=\"https://redirect.github.com/kjd/idna/issues/248\"\u003e#248\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/0b1758ba11952a2e88fd6141ffa620409bff0580\"\u003e\u003ccode\u003e0b1758b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/252\"\u003e#252\u003c/a\u003e from kjd/release-3.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/f48619c4cea6859b938d560fdd9feb898e678567\"\u003e\u003ccode\u003ef48619c\u003c/code\u003e\u003c/a\u003e Release 3.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/7421ba8003227f816142ab40178e3a7d204e6847\"\u003e\u003ccode\u003e7421ba8\u003c/code\u003e\u003c/a\u003e Pre-release 3.17rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/22ebb73b164081f209449b50162eb7ce086e96a4\"\u003e\u003ccode\u003e22ebb73\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/251\"\u003e#251\u003c/a\u003e from kjd/structure-optimizations\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/2a7ac0a58c788d50112a5003af545a83807fb108\"\u003e\u003ccode\u003e2a7ac0a\u003c/code\u003e\u003c/a\u003e Drop redundant parallel-arrays comment from uts46data\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/kjd/idna/compare/v3.11...v3.18\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `ipython` from 9.12.0 to 9.14.1\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/352c35b9e841fe20c2a0dc09af67e180e6854322\"\u003e\u003ccode\u003e352c35b\u003c/code\u003e\u003c/a\u003e release 9.14.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/df72b1f8d94e874947f6425dbbcca614942aa3f5\"\u003e\u003ccode\u003edf72b1f\u003c/code\u003e\u003c/a\u003e Add forward compatibility for pdb.Pdb's mode argument (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15235\"\u003e#15235\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/a957d81c3177d33fc9d0b5fe123e58dd8cbf87e7\"\u003e\u003ccode\u003ea957d81\u003c/code\u003e\u003c/a\u003e Handle pdb.Pdb \u003ccode\u003emode\u003c/code\u003e argument and test signature compatibility\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/3e1c0544e141d55cd232259d4828a633e952f5fc\"\u003e\u003ccode\u003e3e1c054\u003c/code\u003e\u003c/a\u003e ci: add zizmor GitHub Actions security analysis and harden workflows (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15238\"\u003e#15238\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/0181ae38b68b929f464c349ad139e1080ee60a93\"\u003e\u003ccode\u003e0181ae3\u003c/code\u003e\u003c/a\u003e ci: add zizmor GitHub Actions security analysis and harden workflows\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/fb831cc06fe27a12f5d52f6608fa90857428748c\"\u003e\u003ccode\u003efb831cc\u003c/code\u003e\u003c/a\u003e back to dev\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/9d1f24b9687279362b66f4e8c8a36ffde895a05d\"\u003e\u003ccode\u003e9d1f24b\u003c/code\u003e\u003c/a\u003e release 9.14.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/d8b9d11f2796300d914a88dc08de35ce93bc5aa0\"\u003e\u003ccode\u003ed8b9d11\u003c/code\u003e\u003c/a\u003e Add IPython 9.14 release notes (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15228\"\u003e#15228\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/80cc1b963349ebc472b69f7da505cccebb2e6ad5\"\u003e\u003ccode\u003e80cc1b9\u003c/code\u003e\u003c/a\u003e Apply suggestions from code review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/99feaadc543d43abc9287734651f4b618305a6bb\"\u003e\u003ccode\u003e99feaad\u003c/code\u003e\u003c/a\u003e Prepare release notes for 9.14\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/ipython/ipython/compare/9.12.0...9.14.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jedi` from 0.19.2 to 0.20.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/davidhalter/jedi/blob/master/CHANGELOG.rst\"\u003ejedi's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.20.0 (2026-05-02)\n+++++++++++++++++++\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePython 3.14 support\u003c/li\u003e\n\u003cli\u003eRemoved support for Python 3.8 and 3.9\u003c/li\u003e\n\u003cli\u003eUpgraded Typeshed\u003c/li\u003e\n\u003cli\u003eBetter support for Final/ClassVar\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e__new__\u003c/code\u003e is now also recognized as a signature and TypeVar inference\u003c/li\u003e\n\u003cli\u003eSupport for \u003ccode\u003eSelf\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eSupport for \u003ccode\u003eTypeAlias\u003c/code\u003e, generics for \u003ccode\u003etype[...]\u003c/code\u003e and \u003ccode\u003etuple[...]\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/3102215478fe07b965dcd8221c17436d1dd7e8ac\"\u003e\u003ccode\u003e3102215\u003c/code\u003e\u003c/a\u003e Move the type parameter syntax tests so that it works for all versions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/1b37f2eb946e825cbc2887c6dd34ee046f0ae68c\"\u003e\u003ccode\u003e1b37f2e\u003c/code\u003e\u003c/a\u003e Prepare for the 0.20.0 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/8e4df5cc0ec511db1af6d358182b1fb7c1e0cbff\"\u003e\u003ccode\u003e8e4df5c\u003c/code\u003e\u003c/a\u003e Make sure the new generic syntax does not fail with latest parso\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/4c9dbcca0329454b638bfa32e2825bedcfdf0eac\"\u003e\u003ccode\u003e4c9dbcc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/davidhalter/jedi/issues/2098\"\u003e#2098\u003c/a\u003e from davidhalter/updates\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/fedb1a5eb0d74446f6d431db2920ab5f1e1d5b18\"\u003e\u003ccode\u003efedb1a5\u003c/code\u003e\u003c/a\u003e Fix 3.10 tests in one more case\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/87e782f9c82de7297e243a770ac8888570bffa8e\"\u003e\u003ccode\u003e87e782f\u003c/code\u003e\u003c/a\u003e Fix flake8\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/cd52d982e10ac54f0ebef06e0bd414f79589998a\"\u003e\u003ccode\u003ecd52d98\u003c/code\u003e\u003c/a\u003e Fixes to get the tests passing for 3.10\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/d0b11806d4d1def377234bc2dc512992c997a977\"\u003e\u003ccode\u003ed0b1180\u003c/code\u003e\u003c/a\u003e Finally make tests work for 3.14\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/8520a9958b489bd8d30cf20b4d2798f7289aab45\"\u003e\u003ccode\u003e8520a99\u003c/code\u003e\u003c/a\u003e Implement support for TypeVar inference for \u003cstrong\u003enew\u003c/strong\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/55e5f0cb92dd92d5bdc80ecfc38664a1afd921d1\"\u003e\u003ccode\u003e55e5f0c\u003c/code\u003e\u003c/a\u003e Implement new-style unions with TypeVars\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/davidhalter/jedi/compare/v0.19.2...v0.20.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jiter` from 0.14.0 to 0.15.0\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pydantic/jiter/commit/0bb22aa6b3a4d729e6c7bae74c05a5d0f1f654b0\"\u003e\u003ccode\u003e0bb22aa\u003c/code\u003e\u003c/a\u003e release: 0.15.0 (\u003ca href=\"https://redirect.github.com/pydantic/jiter/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pydantic/jiter/commit/0f3e5eb48a5fff16d825f9af2ea7c6748bbdfbb8\"\u003e\u003ccode\u003e0f3e5eb\u003c/code\u003e\u003c/a\u003e expose \u003ccode\u003eknown_number_bytes\u003c/code\u003e and parser methods for bytes -\u0026gt; number (\u003ca href=\"https://redirect.github.com/pydantic/jiter/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/pydantic/jiter/compare/v0.14.0...v0.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jupyter-events` from 0.12.0 to 0.12.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jupyter/jupyter_events/releases\"\u003ejupyter-events's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.12.1\u003c/h2\u003e\n\u003ch2\u003e0.12.1\u003c/h2\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/compare/v0.12.0...69306b1d1577a1a71ba27a4b12314fa31771ee71\"\u003eFull Changelog\u003c/a\u003e)\u003c/p\u003e\n\u003ch3\u003eBugs fixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[Bug] Fix empty error messages from failing event listeners \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/118\"\u003e#118\u003c/a\u003e (\u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance and upkeep improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd security.md \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/113\"\u003e#113\u003c/a\u003e (\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors to this release\u003c/h3\u003e\n\u003cp\u003eThe following people contributed discussions, new ideas, code and documentation contributions, and review.\nSee \u003ca href=\"https://github-activity.readthedocs.io/en/latest/use/#how-does-this-tool-define-contributions-in-the-reports\"\u003eour definition of contributors\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/graphs/contributors?from=2025-02-03\u0026amp;to=2026-04-20\u0026amp;type=c\"\u003eGitHub contributors page for this release\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3ACarreau+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e) | \u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3AZsailer+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jupyter/jupyter_events/blob/main/CHANGELOG.md\"\u003ejupyter-events's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.12.1\u003c/h2\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/compare/v0.12.0...69306b1d1577a1a71ba27a4b12314fa31771ee71\"\u003eFull Changelog\u003c/a\u003e)\u003c/p\u003e\n\u003ch3\u003eBugs fixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[Bug] Fix empty error messages from failing event listeners \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/118\"\u003e#118\u003c/a\u003e (\u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance and upkeep improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd security.md \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/113\"\u003e#113\u003c/a\u003e (\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors to this release\u003c/h3\u003e\n\u003cp\u003eThe following people contributed discussions, new ideas, code and documentation contributions, and review.\nSee \u003ca href=\"https://github-activity.readthedocs.io/en/latest/use/#how-does-this-tool-define-contributions-in-the-reports\"\u003eour definition of contributors\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/graphs/contributors?from=2025-02-03\u0026amp;to=2026-04-20\u0026amp;type=c\"\u003eGitHub contributors page for this release\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3ACarreau+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e) | \u003ca href=\"https://...\n\n_Description has been truncated_","html_url":"https://github.com/BryanOwens012/which-glp/pull/190","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/BryanOwens012%2Fwhich-glp/issues/190","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/190/packages"},{"uuid":"4612787389","node_id":"PR_kwDOPREy587j5Z_O","number":54,"state":"open","title":"Bump scikit-learn from 1.8.0 to 1.9.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T12:16:13.000Z","updated_at":"2026-06-08T12:29:38.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/pyiron/pyiron_workflow_lammps/pull/54","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyiron%2Fpyiron_workflow_lammps/issues/54","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/54/packages"},{"uuid":"4609721472","node_id":"PR_kwDOSQPyyM7jvTXF","number":280,"state":"open","title":"Bump scikit-learn from 1.8.0 to 1.9.0 in the python-core-stack group","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T03:08:29.000Z","updated_at":"2026-06-08T03:10:24.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"the python-core-stack group","ecosystem":"pip"},"body":"Bumps the python-core-stack group with 1 update: [scikit-learn](https://github.com/scikit-learn/scikit-learn).\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\n\n\n\u003c/details\u003e","html_url":"https://github.com/IPS-Stuttgart/NeuRepTrace/pull/280","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/IPS-Stuttgart%2FNeuRepTrace/issues/280","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/280/packages"},{"uuid":"4609372366","node_id":"PR_kwDOShYNp87juM3u","number":12,"state":"open","title":"chore(deps): bump the python-minor-patch group across 1 directory with 12 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T01:19:08.000Z","updated_at":"2026-06-08T01:19:09.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"python-minor-patch","update_count":12,"packages":[{"name":"fastapi","old_version":"0.115.14","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.32.1","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"python-multipart","old_version":"0.0.20","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"sqlalchemy","old_version":"2.0.49","new_version":"2.0.50","repository_url":"https://github.com/sqlalchemy/sqlalchemy"},{"name":"asyncpg","old_version":"0.30.0","new_version":"0.31.0","repository_url":"https://github.com/MagicStack/asyncpg"},{"name":"greenlet","old_version":"3.5.0","new_version":"3.5.1","repository_url":"https://github.com/python-greenlet/greenlet"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"numpy","old_version":"2.4.5","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"prometheus-client","old_version":"0.21.1","new_version":"0.25.0","repository_url":"https://github.com/prometheus/client_python"},{"name":"typer","old_version":"0.15.3","new_version":"0.26.7","repository_url":"https://github.com/fastapi/typer"},{"name":"ruff","old_version":"0.8.6","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the python-minor-patch group with 12 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.115.14` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.32.1` | `0.49.0` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.20` | `0.0.32` |\n| [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) | `2.0.49` | `2.0.50` |\n| [asyncpg](https://github.com/MagicStack/asyncpg) | `0.30.0` | `0.31.0` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.5.0` | `3.5.1` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.4.5` | `2.4.6` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.21.1` | `0.25.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.3` | `0.26.7` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.8.6` | `0.15.16` |\n\n\nUpdates `fastapi` from 0.115.14 to 0.136.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.136.3\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (the default). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15589\"\u003e#15589\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.136.2\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Validate Server Sent Event fields to avoid applications from sending broken data. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15588\"\u003e#15588\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15464\"\u003e#15464\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update and simplify docs about help and management. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15583\"\u003e#15583\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add docs references to central contributing docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15580\"\u003e#15580\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15577\"\u003e#15577\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🍱 Update sponsors: TalorData image. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15562\"\u003e#15562\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update docs, simplify usage of admonitions, only default ones. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15553\"\u003e#15553\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Fix image URLs in \u003ccode\u003eindex.md\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15534\"\u003e#15534\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✏️ Fix Azkaban spelling typo in \u003ccode\u003evirtual-environments.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15463\"\u003e#15463\u003c/a\u003e by \u003ca href=\"https://github.com/isaacbernat\"\u003e\u003ccode\u003e@​isaacbernat\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Improve layout and styling. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15462\"\u003e#15462\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Refactor opinions section with interactive tabs and new logos. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15458\"\u003e#15458\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add FastAPI Conf '26 announcement to docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15457\"\u003e#15457\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTranslations\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🌐 Improve translation consistency in \u003ccode\u003e‎docs/pt/docs/advanced/generate-clients.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15456\"\u003e#15456\u003c/a\u003e by \u003ca href=\"https://github.com/Will-thom\"\u003e\u003ccode\u003e@​Will-thom\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ja (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15530\"\u003e#15530\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for uk (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15529\"\u003e#15529\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for pt (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15528\"\u003e#15528\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for de (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15527\"\u003e#15527\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for tr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15526\"\u003e#15526\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ko (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15525\"\u003e#15525\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh-hant (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15524\"\u003e#15524\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for fr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15522\"\u003e#15522\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for es (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15523\"\u003e#15523\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15520\"\u003e#15520\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ru (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15521\"\u003e#15521\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Fix typos in Spanish LLM-prompt. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15472\"\u003e#15472\u003c/a\u003e by \u003ca href=\"https://github.com/crr004\"\u003e\u003ccode\u003e@​crr004\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✅ Update tests, don't double dispose the engine. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15587\"\u003e#15587\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⚡️ Speed up test suite via caching and fixture scopes to make it ~24% faster. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/13583\"\u003e#13583\u003c/a\u003e by \u003ca href=\"https://github.com/dikos1337\"\u003e\u003ccode\u003e@​dikos1337\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15585\"\u003e#15585\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump urllib3 from 2.6.3 to 2.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15502\"\u003e#15502\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump idna from 3.11 to 3.15. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15565\"\u003e#15565\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump cloudflare/wrangler-action from 3.15.0 to 4.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15571\"\u003e#15571\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Migrate docs from MkDocs to Zensical. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15563\"\u003e#15563\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15548\"\u003e#15548\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/82064857539e6286522c347b4b11331b48dd2378\"\u003e\u003ccode\u003e8206485\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c910e0139f983d0e04e2d1d235cd71803afeae34\"\u003e\u003ccode\u003ec910e01\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/063b5bf582d31fb155cc6bc6f88cf512329d0fd5\"\u003e\u003ccode\u003e063b5bf\u003c/code\u003e\u003c/a\u003e ♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (th...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/22b02e26f9e8c7e32bd8266e2b0ebe8bb3a0db2b\"\u003e\u003ccode\u003e22b02e2\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3b252a2a22ba27a8ab83d6bde7d9cddbc5bf738e\"\u003e\u003ccode\u003e3b252a2\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7fb7851b3389f24c51701d705458989be53ccbb\"\u003e\u003ccode\u003ec7fb785\u003c/code\u003e\u003c/a\u003e ♻️ Validate Server Sent Event fields to avoid applications from sending broke...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/cb83b83dcf78eab4ea17d504db5abcda705fbdc4\"\u003e\u003ccode\u003ecb83b83\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/00f805cec94c0bf48c1f9a563535a3ab2e6f90ab\"\u003e\u003ccode\u003e00f805c\u003c/code\u003e\u003c/a\u003e ✅ Update tests, don't double dispose the engine (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15587\"\u003e#15587\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3675137523dc167981aa3a3c44599b4f3079ccd8\"\u003e\u003ccode\u003e3675137\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/7b57e42986bb4d40c9eb6580537d13fb8e76097e\"\u003e\u003ccode\u003e7b57e42\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15464\"\u003e#15464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.115.14...0.136.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `uvicorn` from 0.32.1 to 0.49.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/uvicorn/releases\"\u003euvicorn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.49.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eBump httptools minimum version to 0.8.0 by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2962\"\u003eKludex/uvicorn#2962\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eConsume duplicate forwarding headers in ProxyHeadersMiddleware (reverses the 0.48.0 behavior of ignoring them) by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2971\"\u003eKludex/uvicorn#2971\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.48.0...0.49.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.48.0...0.49.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.48.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003essl_ciphers\u003c/code\u003e to \u003ccode\u003eNone\u003c/code\u003e and use OpenSSL defaults by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2940\"\u003eKludex/uvicorn#2940\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eIgnore duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2944\"\u003eKludex/uvicorn#2944\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.47.0...0.48.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.47.0...0.48.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.47.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eEagerly import the ASGI app in the parent process by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2919\"\u003eKludex/uvicorn#2919\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003essl_context_factory\u003c/code\u003e for custom \u003ccode\u003eSSLContext\u003c/code\u003e configuration by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2920\"\u003eKludex/uvicorn#2920\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003efd=0\u003c/code\u003e as a valid file descriptor with reload/workers by \u003ca href=\"https://github.com/eltoder\"\u003e\u003ccode\u003e@​eltoder\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2927\"\u003eKludex/uvicorn#2927\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.46.0...0.47.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.46.0...0.47.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.46.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_max_size\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2915\"\u003eKludex/uvicorn#2915\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_ping_interval\u003c/code\u003e and \u003ccode\u003ews_ping_timeout\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2916\"\u003eKludex/uvicorn#2916\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ebytearray\u003c/code\u003e for incoming WebSocket message buffer in websockets-sansio by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2917\"\u003eKludex/uvicorn#2917\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.45.0...0.46.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.45.0...0.46.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.45.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePreserve forwarded client ports in proxy headers middleware by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2903\"\u003eKludex/uvicorn#2903\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003eos.PathLike\u003c/code\u003e for \u003ccode\u003elog_config\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2905\"\u003eKludex/uvicorn#2905\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003elog_level\u003c/code\u003e strings case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2907\"\u003eKludex/uvicorn#2907\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRaise helpful \u003ccode\u003eImportError\u003c/code\u003e when PyYAML is missing for YAML log config by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2906\"\u003eKludex/uvicorn#2906\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRevert empty context for ASGI runs by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2911\"\u003eKludex/uvicorn#2911\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003e--reset-contextvars\u003c/code\u003e flag to isolate ASGI request context by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2912\"\u003eKludex/uvicorn#2912\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRevert \u0026quot;Emit \u003ccode\u003ehttp.disconnect\u003c/code\u003e on server shutdown for streaming responses\u0026quot; (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2829\"\u003e#2829\u003c/a\u003e) by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2913\"\u003eKludex/uvicorn#2913\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Krishnachaitanyakc\"\u003e\u003ccode\u003e@​Krishnachaitanyakc\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2870\"\u003eKludex/uvicorn#2870\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.44.0...0.45.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.44.0...0.45.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.44.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eImplement websocket keepalive pings for websockets-sansio by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2888\"\u003eKludex/uvicorn#2888\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md\"\u003euvicorn's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.49.0 (June 3, 2026)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eBump \u003ccode\u003ehttptools\u003c/code\u003e minimum version to 0.8.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2962\"\u003e#2962\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eConsume duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e (reverses the 0.48.0 behavior of ignoring them) (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2971\"\u003e#2971\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.48.0 (May 24, 2026)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003essl_ciphers\u003c/code\u003e to \u003ccode\u003eNone\u003c/code\u003e and use OpenSSL defaults (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2940\"\u003e#2940\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eIgnore duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2944\"\u003e#2944\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.47.0 (May 14, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003essl_context_factory\u003c/code\u003e for custom \u003ccode\u003eSSLContext\u003c/code\u003e configuration (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2920\"\u003e#2920\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eEagerly import the ASGI app in the parent process (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2919\"\u003e#2919\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eTreat \u003ccode\u003efd=0\u003c/code\u003e as a valid file descriptor with reload/workers (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2927\"\u003e#2927\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.46.0 (April 23, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_max_size\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2915\"\u003e#2915\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_ping_interval\u003c/code\u003e and \u003ccode\u003ews_ping_timeout\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2916\"\u003e#2916\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse \u003ccode\u003ebytearray\u003c/code\u003e for incoming WebSocket message buffer in \u003ccode\u003ewebsockets-sansio\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2917\"\u003e#2917\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.45.0 (April 21, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003e--reset-contextvars\u003c/code\u003e flag to isolate ASGI request context (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2912\"\u003e#2912\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003eos.PathLike\u003c/code\u003e for \u003ccode\u003elog_config\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2905\"\u003e#2905\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003elog_level\u003c/code\u003e strings case-insensitively (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2907\"\u003e#2907\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/3ef2e3e08e3d9ad9572800f8bc54f3eaed9eab0a\"\u003e\u003ccode\u003e3ef2e3e\u003c/code\u003e\u003c/a\u003e Version 0.49.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2973\"\u003e#2973\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/eeb64b1d1c95a14096ed3313377c74b485f558fc\"\u003e\u003ccode\u003eeeb64b1\u003c/code\u003e\u003c/a\u003e Consume duplicate forwarding headers in ProxyHeadersMiddleware (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2971\"\u003e#2971\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/630f4aca14e79183617c71be714030842a1041c5\"\u003e\u003ccode\u003e630f4ac\u003c/code\u003e\u003c/a\u003e Make the watchfiles reload tests deterministic (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2972\"\u003e#2972\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/9154922e3730f7aba68ecc3ecbf536680ee8fd1c\"\u003e\u003ccode\u003e9154922\u003c/code\u003e\u003c/a\u003e chore(deps): bump the github-actions group across 1 directory with 6 updates ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/739727a1d80e468d1e47e98bbd824ee9e3c9554b\"\u003e\u003ccode\u003e739727a\u003c/code\u003e\u003c/a\u003e Migrate docs deploy from Cloudflare Pages to Workers (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2967\"\u003e#2967\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/be4a240488d3fb678a11b8e8f83505266f5f1de7\"\u003e\u003ccode\u003ebe4a240\u003c/code\u003e\u003c/a\u003e Gate docs preview deploy on Cloudflare token presence (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2966\"\u003e#2966\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/c489d7e10dfe653a2bba914feedf2a632a026e6f\"\u003e\u003ccode\u003ec489d7e\u003c/code\u003e\u003c/a\u003e Bump httptools minimum version to 0.8.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2962\"\u003e#2962\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/9f547bd82ef52bcba206e04170b359bd6daa25b3\"\u003e\u003ccode\u003e9f547bd\u003c/code\u003e\u003c/a\u003e Skip docs preview deploy for Dependabot PRs (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2961\"\u003e#2961\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/44446b894e37ca76830d6aa83df4349795400ed4\"\u003e\u003ccode\u003e44446b8\u003c/code\u003e\u003c/a\u003e Migrate documentation from MkDocs Material to Zensical (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2959\"\u003e#2959\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/cfd659c4f18b526adce9c255c96707bab20af40c\"\u003e\u003ccode\u003ecfd659c\u003c/code\u003e\u003c/a\u003e Bump pymdown-extensions to 10.21.3 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2958\"\u003e#2958\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.32.1...0.49.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `python-multipart` from 0.0.20 to 0.0.32\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/releases\"\u003epython-multipart's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.0.32\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReplace per-byte partial-boundary scan with rfind lookbehind by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/300\"\u003eKludex/python-multipart#300\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.31...0.0.32\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.31...0.0.32\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.31\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up multipart header parsing and callback dispatch by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/295\"\u003eKludex/python-multipart#295\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBound header field name size before validating by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/296\"\u003eKludex/python-multipart#296\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eValidate Content-Length is non-negative in parse_form by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/297\"\u003eKludex/python-multipart#297\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.30\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTreat only \u003ccode\u003e\u0026amp;\u003c/code\u003e as the urlencoded field separator by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/290\"\u003eKludex/python-multipart#290\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eIgnore RFC 2231 extended parameters in \u003ccode\u003eparse_options_header\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/291\"\u003eKludex/python-multipart#291\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.29\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle malformed RFC 2231 continuations in \u003ccode\u003eparse_options_header\u003c/code\u003e by \u003ca href=\"https://github.com/manunio\"\u003e\u003ccode\u003e@​manunio\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/270\"\u003eKludex/python-multipart#270\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.28\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary tail scan via \u003ccode\u003ebytes.find\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/281\"\u003eKludex/python-multipart#281\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCap multipart boundary length at 256 bytes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/282\"\u003eKludex/python-multipart#282\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.27\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePass parse offsets via constructors by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003eKludex/python-multipart#268\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd multipart header limits by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003eKludex/python-multipart#267\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.26\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before first multipart boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003eKludex/python-multipart#262\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003eKludex/python-multipart#259\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md\"\u003epython-multipart's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.32 (2026-06-04)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary scanning for CR/LF-dense part data \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/300\"\u003e#300\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.31 (2026-06-04)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up multipart header parsing and callback dispatch \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/295\"\u003e#295\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eBound header field name size before validating \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/296\"\u003e#296\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eValidate \u003ccode\u003eContent-Length\u003c/code\u003e is non-negative in \u003ccode\u003eparse_form\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/297\"\u003e#297\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.30 (2026-05-31)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eParse \u003ccode\u003eapplication/x-www-form-urlencoded\u003c/code\u003e bodies per the WHATWG URL standard, treating only \u003ccode\u003e\u0026amp;\u003c/code\u003e as a field separator \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/290\"\u003e#290\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eIgnore RFC 2231/5987 extended parameters (\u003ccode\u003ename*\u003c/code\u003e, \u003ccode\u003efilename*\u003c/code\u003e) in \u003ccode\u003eparse_options_header\u003c/code\u003e, keeping the plain parameter authoritative per \u003ca href=\"https://datatracker.ietf.org/doc/html/rfc7578#section-4.2\"\u003eRFC 7578 §4.2\u003c/a\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/291\"\u003e#291\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.29 (2026-05-17)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle malformed RFC 2231 continuations in \u003ccode\u003eparse_options_header\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/270\"\u003e#270\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.28 (2026-05-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary tail scan via \u003ccode\u003ebytes.find\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/281\"\u003e#281\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eCap multipart boundary length at 256 bytes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/282\"\u003e#282\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.27 (2026-04-27)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd multipart header limits \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003e#267\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003ePass parse offsets via constructors \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003e#268\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.26 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before the first multipart boundary more efficiently \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003e#262\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing multipart boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003e#259\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.25 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd MIME content type info to \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003e#143\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003e#258\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eRemove custom \u003ccode\u003eFormParser\u003c/code\u003e classes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003e#257\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003e#254\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003e#230\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003e#252\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eApply Apache-2.0 properly \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003e#247\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.24 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003e#244\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.23 (2026-04-05)\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/238ead62a0bb6f6cdfe122708faa13812f59f9a6\"\u003e\u003ccode\u003e238ead6\u003c/code\u003e\u003c/a\u003e Version 0.0.32 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/302\"\u003e#302\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/86729796093b04f7cf414ea6c2c4499e2a5750af\"\u003e\u003ccode\u003e8672979\u003c/code\u003e\u003c/a\u003e Replace per-byte partial-boundary scan with rfind lookbehind (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/300\"\u003e#300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/8190779d8234c8bf8cbed7891c11d4bfb79e84df\"\u003e\u003ccode\u003e8190779\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 7 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/301\"\u003e#301\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/0d3c086d237f6fd20fefe8853e95979276a07c44\"\u003e\u003ccode\u003e0d3c086\u003c/code\u003e\u003c/a\u003e Use uv package ecosystem for Dependabot (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/299\"\u003e#299\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/4cffc68a165f7a6f6b7756ce006fabf07a05b7a4\"\u003e\u003ccode\u003e4cffc68\u003c/code\u003e\u003c/a\u003e Version 0.0.31 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/298\"\u003e#298\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/c814948acf509cef7881fa75c969969b19239bbf\"\u003e\u003ccode\u003ec814948\u003c/code\u003e\u003c/a\u003e Reject negative \u003ccode\u003eContent-Length\u003c/code\u003e in \u003ccode\u003eparse_form\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/297\"\u003e#297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6b837d47bc68826ed5cbbcb50c6c6a6093444494\"\u003e\u003ccode\u003e6b837d4\u003c/code\u003e\u003c/a\u003e Bound header field name size before validating (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/296\"\u003e#296\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/e0c4f9df2e737d1663fbbdd6563f80613a2089f9\"\u003e\u003ccode\u003ee0c4f9d\u003c/code\u003e\u003c/a\u003e Bump the github-actions group with 3 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/294\"\u003e#294\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/b8a01bb683e8e8675fdb5d831b206a478c8215aa\"\u003e\u003ccode\u003eb8a01bb\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 3 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/293\"\u003e#293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6732164f30c58e28589a1e22213d2f6b8c6bad9f\"\u003e\u003ccode\u003e6732164\u003c/code\u003e\u003c/a\u003e Speed up multipart header parsing and callback dispatch (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/295\"\u003e#295\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.20...0.0.32\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sqlalchemy` from 2.0.49 to 2.0.50\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/sqlalchemy/sqlalchemy/releases\"\u003esqlalchemy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e2.0.50\u003c/h1\u003e\n\u003cp\u003eReleased: May 24, 2026\u003c/p\u003e\n\u003ch2\u003eorm\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where using \u003ccode\u003e_orm.joinedload()\u003c/code\u003e with\n\u003ccode\u003ePropComparator.of_type()\u003c/code\u003e targeting a joined-table subclass combined\nwith \u003ccode\u003ePropComparator.and_()\u003c/code\u003e referencing a column on that subclass\nwould generate invalid SQL, where the subclass column was not adapted to\nthe subquery alias.  Pull request courtesy Joaquin Hui Gomez.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13203\"\u003e#13203\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where the presence of a \u003ccode\u003eSessionEvents.do_orm_execute()\u003c/code\u003e\nevent hook would cause internal execution options such as \u003ccode\u003eyield_per\u003c/code\u003e and\nloader-specific state from the first \u003ccode\u003eorm_pre_session_exec\u003c/code\u003e pass to leak\ninto the second pass, leading to errors when using relationship loaders\nsuch as \u003ccode\u003eselectinload()\u003c/code\u003e and \u003ccode\u003eimmediateload()\u003c/code\u003e.  The execution\noptions passed to the second compilation pass are now based on the original\noptions plus only the explicit updates made via\n\u003ccode\u003eORMExecuteState.update_execution_options()\u003c/code\u003e within the event hook.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13301\"\u003e#13301\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where using \u003ccode\u003e_orm.with_polymorphic()\u003c/code\u003e on a leaf class (a\nsubclass with no further descendants) or a non-inherited class would fail\nwith an \u003ccode\u003eAttributeError\u003c/code\u003e when used in an ORM statement, due to\n\u003ccode\u003e_orm.configure_mappers()\u003c/code\u003e not being triggered implicitly. The fix\nensures that \u003ccode\u003eAliasedInsp\u003c/code\u003e participates in the \u003ccode\u003e_post_inspect\u003c/code\u003e\nhook, triggering mapper configuration during ORM statement compilation.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13319\"\u003e#13319\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003esql\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[sql] [bug]\u003c/strong\u003e Fixed issue where floor division (\u003ccode\u003e//\u003c/code\u003e) between a \u003ccode\u003eFloat\u003c/code\u003e or\n\u003ccode\u003eNumeric\u003c/code\u003e numerator and an \u003ccode\u003eInteger\u003c/code\u003e denominator would omit\nthe \u003ccode\u003eFLOOR()\u003c/code\u003e SQL wrapper on dialects where\n\u003ccode\u003eDialect.div_is_floordiv\u003c/code\u003e is \u003ccode\u003eTrue\u003c/code\u003e (the default, including\nPostgreSQL and SQLite).  \u003ccode\u003eFLOOR()\u003c/code\u003e is now applied if either the\ndenominator or the numerator is a non-integer, so that expressions such as\n\u003ccode\u003efloat_col // int_col\u003c/code\u003e render as \u003ccode\u003eFLOOR(float_col / int_col)\u003c/code\u003e instead\nof the incorrect \u003ccode\u003efloat_col / int_col\u003c/code\u003e.  Pull request courtesy r266-tech.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/10528\"\u003e#10528\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003epostgresql\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/sqlalchemy/sqlalchemy/commits\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `asyncpg` from 0.30.0 to 0.31.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/MagicStack/asyncpg/releases\"\u003easyncpg's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.31.0\u003c/h2\u003e\n\u003cp\u003eEnable Python 3.14 with experimental subinterpreter/freethreading\nsupport.\u003c/p\u003e\n\u003ch1\u003eImprovements\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd Python 3.14 support, experimental subinterpreter/freethreading support (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1279\"\u003e#1279\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 9e42642b)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAvoid performing type introspection on known types (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1243\"\u003e#1243\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 5c9986c4)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMake \u003ccode\u003eprepare()\u003c/code\u003e not use named statements by default when cache is disabled (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1245\"\u003e#1245\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 5b14653e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImplement connection service file functionality (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1223\"\u003e#1223\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/AndrewJackson2020\"\u003e\u003ccode\u003e@​AndrewJackson2020\u003c/code\u003e\u003c/a\u003e in 1d63bb15)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eFixes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFix multi port connection string issue (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1222\"\u003e#1222\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/AndrewJackson2020\"\u003e\u003ccode\u003e@​AndrewJackson2020\u003c/code\u003e\u003c/a\u003e in 01c0db7b)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAvoid leaking connections if _can_use_connection fails (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1269\"\u003e#1269\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/yuliy-openai\"\u003e\u003ccode\u003e@​yuliy-openai\u003c/code\u003e\u003c/a\u003e in e94302d2)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eOther\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eDrop support for EOL Python 3.8 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1281\"\u003e#1281\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 6c2c4904)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/71775a67277fc0aa5bd2b9f15e848826d7078c4d\"\u003e\u003ccode\u003e71775a6\u003c/code\u003e\u003c/a\u003e asyncpg v0.31.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/508cae6441968ef7613a623fece7083cce66c2b3\"\u003e\u003ccode\u003e508cae6\u003c/code\u003e\u003c/a\u003e Test on PostgreSQL 18 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/e534e5f15c73525a6509143b3828335517360f1b\"\u003e\u003ccode\u003ee534e5f\u003c/code\u003e\u003c/a\u003e Bump cibuildwheel\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/07fe5122a680f5768e39fc28d68c94b185037a52\"\u003e\u003ccode\u003e07fe512\u003c/code\u003e\u003c/a\u003e Bump pgproto\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/648b35f18199ebf2a30009376a6e9060cf7ad789\"\u003e\u003ccode\u003e648b35f\u003c/code\u003e\u003c/a\u003e Bump Cython to 3.2.1 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1288\"\u003e#1288\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/9e42642b9110d206706697921b6e697a0972649d\"\u003e\u003ccode\u003e9e42642\u003c/code\u003e\u003c/a\u003e Add Python 3.14 support, experimental subinterpreter/freethreading support (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/6fe1c494ef5c3069fa9149c48bf9f8f2cd69f95e\"\u003e\u003ccode\u003e6fe1c49\u003c/code\u003e\u003c/a\u003e Move development deps away from extras and into dependency groups (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1280\"\u003e#1280\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/7a548166c2b23561915c481bd332013e3a415cfb\"\u003e\u003ccode\u003e7a54816\u003c/code\u003e\u003c/a\u003e Fix a couple of missed Python version guards\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/6c2c4904e61b2cd2f502540730a24e246cff2ebd\"\u003e\u003ccode\u003e6c2c490\u003c/code\u003e\u003c/a\u003e Drop support for EOL Python 3.8 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1281\"\u003e#1281\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/4c60ae890d1f3800f889679657357f91a6923568\"\u003e\u003ccode\u003e4c60ae8\u003c/code\u003e\u003c/a\u003e Bump version to 0.31.0.dev0\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/MagicStack/asyncpg/compare/v0.30.0...v0.31.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `greenlet` from 3.5.0 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-greenlet/greenlet/blob/master/CHANGES.rst\"\u003egreenlet's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e3.5.1 (2026-05-20)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eAdd preliminary support for Python 3.15b1. This has not been\nreviewed by CPython core developers, but all tests pass. Binary\nwheels of this version won't work on earlier Python 3.15 builds and\nmay not work on later 3.15 builds.\u003c/li\u003e\n\u003cli\u003eFix the discrepancy in the way the two \u003ccode\u003egetcurrent\u003c/code\u003e APIs behave\nduring greenlet teardown. One API (the C API used by, e.g.,  gevent) raised a\n\u003ccode\u003eRuntimeError\u003c/code\u003e; the other (the Python \u003ccode\u003egreenlet.getcurrent\u003c/code\u003e API)\nreturned \u003ccode\u003eNone\u003c/code\u003e. This second way is incompatible with greenlet's type\nannotations, so \u003ccode\u003egreenlet.getcurrent\u003c/code\u003e now raises a\n\u003ccode\u003eRuntimeError\u003c/code\u003e as well.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/b5e5fc43a51c27ecffa1b1c7107c91464a6b26e2\"\u003e\u003ccode\u003eb5e5fc4\u003c/code\u003e\u003c/a\u003e Preparing release 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/c8e177413d34bc36ed56d2c185c232ab0538be90\"\u003e\u003ccode\u003ec8e1774\u003c/code\u003e\u003c/a\u003e Tweak wording in CHANGES about greenlet.getcurrent.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/7fb10c570f37b3eb4c8909c6164fdfac3269ddb6\"\u003e\u003ccode\u003e7fb10c5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/python-greenlet/greenlet/issues/510\"\u003e#510\u003c/a\u003e from python-greenlet/315\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/9718ce5a23ea3360232b78a806a837d6c3d6183d\"\u003e\u003ccode\u003e9718ce5\u003c/code\u003e\u003c/a\u003e Add Py 3.15; make both API versions of getcurrent() consistent in raising Run...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/276e08afc4ddba87e4366390e3eeaecd61ccb3b8\"\u003e\u003ccode\u003e276e08a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/python-greenlet/greenlet/issues/509\"\u003e#509\u003c/a\u003e from python-greenlet/dependabot/github_actions/github...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/32b0ad69828eb69d879c70dbee948e685268901b\"\u003e\u003ccode\u003e32b0ad6\u003c/code\u003e\u003c/a\u003e Bump pypa/gh-action-pypi-publish in the github-actions group\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/173b692dc84288ef41572612ac744754f98eaa90\"\u003e\u003ccode\u003e173b692\u003c/code\u003e\u003c/a\u003e Back to development: 3.5.1\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/python-greenlet/greenlet/compare/3.5.0...3.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pyjwt` from 2.12.1 to 2.13.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jpadilla/pyjwt/releases\"\u003epyjwt's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.13.0\u003c/h2\u003e\n\u003ch1\u003ePyJWT 2.13.0 — Security Release\u003c/h1\u003e\n\u003cp\u003eThis release bundles five security fixes plus three additional hardening / spec-compliance changes. We recommend all users upgrade.\u003c/p\u003e\n\u003ch2\u003eSecurity\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx\"\u003e\u003ccode\u003eGHSA-xgmm-8j9v-c9wx\u003c/code\u003e\u003c/a\u003e — JWK JSON accepted as HMAC secret (algorithm confusion).\u003c/strong\u003e \u003ccode\u003eHMACAlgorithm.prepare_key\u003c/code\u003e previously rejected PEM- and SSH-formatted asymmetric keys but did not catch a JWK passed as a raw JSON string. In a verifier configured with both symmetric and asymmetric algorithms in \u003ccode\u003ealgorithms=[…]\u003c/code\u003e and a raw-JSON JWK as the key, an attacker could forge HS256 tokens using the JWK text as the HMAC secret. The guard has been extended to reject any JWK-shaped JSON. \u003cem\u003eReported by \u003ca href=\"https://github.com/aradona91\"\u003e\u003ccode\u003e@​aradona91\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f\"\u003e\u003ccode\u003eGHSA-jq35-7prp-9v3f\u003c/code\u003e\u003c/a\u003e — Algorithm allow-list bypass with \u003ccode\u003ePyJWK\u003c/code\u003e / \u003ccode\u003ePyJWKClient\u003c/code\u003e.\u003c/strong\u003e When verifying with a \u003ccode\u003ePyJWK\u003c/code\u003e, the caller's \u003ccode\u003ealgorithms=[…]\u003c/code\u003e allow-list was checked against the token header \u003ccode\u003ealg\u003c/code\u003e as a string only; actual verification used the algorithm bound to the \u003ccode\u003ePyJWK\u003c/code\u003e. An attacker who controlled a registered JWKS key could sign with one algorithm and advertise another on the header. PyJWT now requires the token header \u003ccode\u003ealg\u003c/code\u003e to match the \u003ccode\u003ePyJWK\u003c/code\u003e's algorithm before verification. \u003cem\u003eReported by \u003ca href=\"https://github.com/sushi-gif\"\u003e\u003ccode\u003e@​sushi-gif\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39\"\u003e\u003ccode\u003eGHSA-w7vc-732c-9m39\u003c/code\u003e\u003c/a\u003e — DoS via base64 decode of unused payload segment when \u003ccode\u003eb64=false\u003c/code\u003e.\u003c/strong\u003e For detached-payload JWS (\u003ccode\u003eb64=false\u003c/code\u003e), the compact-form payload segment was base64-decoded before being discarded in favor of the caller-supplied \u003ccode\u003edetached_payload\u003c/code\u003e. An attacker could inflate the unused segment to force CPU + memory cost without holding a valid signature. The segment is now required to be empty per RFC 7515 Appendix F, and is no longer decoded. \u003cem\u003eReported by \u003ca href=\"https://github.com/thesmartshadow\"\u003e\u003ccode\u003e@​thesmartshadow\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4\"\u003e\u003ccode\u003eGHSA-993g-76c3-p5m4\u003c/code\u003e\u003c/a\u003e — \u003ccode\u003ePyJWKClient\u003c/code\u003e accepts non-HTTP(S) URIs.\u003c/strong\u003e \u003ccode\u003ePyJWKClient.fetch_data\u003c/code\u003e passed its URI to \u003ccode\u003eurllib.request.urlopen\u003c/code\u003e, which by default also handles \u003ccode\u003efile://\u003c/code\u003e, \u003ccode\u003eftp://\u003c/code\u003e, and \u003ccode\u003edata:\u003c/code\u003e schemes. An application that fed an attacker-influenced URI into \u003ccode\u003ePyJWKClient\u003c/code\u003e could be coerced into reading local files or reaching other unintended schemes. \u003ccode\u003ePyJWKClient\u003c/code\u003e now rejects any URI whose scheme isn't \u003ccode\u003ehttp\u003c/code\u003e or \u003ccode\u003ehttps\u003c/code\u003e. \u003cem\u003eReported by \u003ca href=\"https://github.com/KEIJOT\"\u003e\u003ccode\u003e@​KEIJOT\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8\"\u003e\u003ccode\u003eGHSA-fhv5-28vv-h8m8\u003c/code\u003e\u003c/a\u003e — \u003ccode\u003ePyJWKClient\u003c/code\u003e cache wiped on fetch error.\u003c/strong\u003e A \u003ccode\u003efinally\u003c/code\u003e-block \u003ccode\u003eput(jwk_set=None)\u003c/code\u003e cleared the JWK Set cache whenever a fetch raised, turning a transient JWKS-endpoint outage into application-wide auth failure. The cache write was moved into the success path; transient errors no longer evict valid cached keys. \u003cem\u003eReported by \u003ca href=\"https://github.com/eddieran\"\u003e\u003ccode\u003e@​eddieran\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eFixed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject empty HMAC keys outright in \u003ccode\u003eHMACAlgorithm.prepare_key\u003c/code\u003e with \u003ccode\u003eInvalidKeyError\u003c/code\u003e instead of accepting them with only a warning. Defends against the \u003ccode\u003eos.getenv(\u0026quot;JWT_SECRET\u0026quot;, \u0026quot;\u0026quot;)\u003c/code\u003e footgun. \u003cem\u003eThanks to \u003ca href=\"https://github.com/SnailSploit\"\u003e\u003ccode\u003e@​SnailSploit\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/spartan8806\"\u003e\u003ccode\u003e@​spartan8806\u003c/code\u003e\u003c/a\u003e for the reports.\u003c/em\u003e\u003c/li\u003e\n\u003cli\u003eForward per-call \u003ccode\u003eoptions\u003c/code\u003e (including \u003ccode\u003eenforce_minimum_key_length\u003c/code\u003e) from \u003ccode\u003ePyJWT.decode\u003c/code\u003e through to \u003ccode\u003ePyJWS._verify_signature\u003c/code\u003e. The option was previously silently dropped between the two layers, so it only took effect when set on the \u003ccode\u003ePyJWT\u003c/code\u003e instance. \u003cem\u003eThanks to \u003ca href=\"https://github.com/WLUB\"\u003e\u003ccode\u003e@​WLUB\u003c/code\u003e\u003c/a\u003e for the report.\u003c/em\u003e\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRFC 7797 §3 compliance for \u003ccode\u003eb64=false\u003c/code\u003e:\u003c/strong\u003e the encoder now auto-adds \u003ccode\u003e\u0026quot;b64\u0026quot;\u003c/code\u003e to \u003ccode\u003ecrit\u003c/code\u003e, and the decoder rejects tokens that set \u003ccode\u003eb64=false\u003c/code\u003e without listing it in \u003ccode\u003ecrit\u003c/code\u003e. \u003cem\u003eThanks to \u003ca href=\"https://github.com/MachineLearning-Nerd\"\u003e\u003ccode\u003e@​MachineLearning-Nerd\u003c/code\u003e\u003c/a\u003e for the report.\u003c/em\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eChanged\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMigrate the \u003ccode\u003edev\u003c/code\u003e, \u003ccode\u003edocs\u003c/code\u003e, and \u003ccode\u003etests\u003c/code\u003e package extras to dependency groups, by \u003ca href=\"https://github.com/kurtmckee\"\u003e\u003ccode\u003e@​kurtmckee\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/pull/1152\"\u003e#1152\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eUpgrade notes\u003c/h2\u003e\n\u003cp\u003eMost fixes are invisible to correctly-configured callers. A few behavioral changes you may encounter:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eEmpty HMAC keys now raise.\u003c/strong\u003e If your app passed \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e or \u003ccode\u003eb\u0026quot;\u0026quot;\u003c/code\u003e as a secret (often via a missing env var, e.g. \u003ccode\u003eos.getenv(\u0026quot;JWT_SECRET\u0026quot;, \u0026quot;\u0026quot;)\u003c/code\u003e), \u003ccode\u003eencode\u003c/code\u003e/\u003ccode\u003edecode\u003c/code\u003e will now raise \u003ccode\u003eInvalidKeyError\u003c/code\u003e. This is the intended behavior — fix the configuration.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePyJWK\u003c/code\u003e decoding now requires the token's \u003ccode\u003ealg\u003c/code\u003e to match the JWK's algorithm.\u003c/strong\u003e Previously a mismatch was silently honored if the header \u003ccode\u003ealg\u003c/code\u003e appeared in the allow-list. Tokens that relied on this mismatch will now fail with \u003ccode\u003eInvalidAlgorithmError\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePyJWKClient\u003c/code\u003e now rejects non-HTTP(S) URIs at construction time.\u003c/strong\u003e Tests or dev environments that fetched JWKS from \u003ccode\u003efile://\u003c/code\u003e URIs need to switch to a local HTTP server or load the JWKS by other means (e.g. construct \u003ccode\u003ePyJWKSet.from_dict(...)\u003c/code\u003e directly).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eb64=false\u003c/code\u003e tokens are now strictly RFC 7515 / 7797 compliant.\u003c/strong\u003e Tokens with a non-empty compact-form payload segment, or that omit \u003ccode\u003e\u0026quot;b64\u0026quot;\u003c/code\u003e from \u003ccode\u003ecrit\u003c/code\u003e, will be rejected. PyJWT-produced tokens always satisfy both invariants, so round-trips through PyJWT are unaffected.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eenforce_minimum_key_length\u003c/code\u003e set per-call now takes effect.\u003c/strong\u003e Callers who passed \u003ccode\u003eoptions={\u0026quot;enforce_minimum_key_length\u0026quot;: True}\u003c/code\u003e to \u003ccode\u003ejwt.decode()\u003c/code\u003e previously got no enforcement; they will now get \u003ccode\u003eInvalidKeyError\u003c/code\u003e on undersized keys, as documented.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull changelog:\u003c/strong\u003e \u003ca href=\"https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\"\u003ehttps://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst\"\u003epyjwt's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e\u003ccode\u003ev2.13.0 \u0026lt;https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\u0026gt;\u003c/code\u003e__\u003c/h2\u003e\n\u003cp\u003eSecurity\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\n- Reject JWK JSON documents passed as raw HMAC secrets in\n  ``HMACAlgorithm.prepare_key`` to close an algorithm-confusion gap that\n  the existing PEM/SSH guard did not cover. Reported by @aradona91 in\n  `GHSA-xgmm-8j9v-c9wx \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx\u0026gt;`__.\n- Bind the JWT header ``alg`` to ``PyJWK.algorithm_name`` during\n  verification so the caller's ``algorithms=[...]`` allow-list cannot be\n  bypassed when decoding with a ``PyJWK`` / ``PyJWKClient`` key. Reported\n  by @sushi-gif in `GHSA-jq35-7prp-9v3f \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f\u0026gt;`__.\n- Reject non-``http(s)`` URI schemes in ``PyJWKClient`` so attacker-\n  influenced URIs cannot read local files or reach unintended schemes via\n  urllib's default ``file://`` / ``ftp://`` / ``data:`` handlers. Reported\n  by @KEIJOT in `GHSA-993g-76c3-p5m4 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4\u0026gt;`__.\n- Preserve the cached JWK Set on fetch errors in ``PyJWKClient.fetch_data``.\n  The previous ``finally``-block ``put(None)`` pattern cleared the cache\n  on any transient outage, turning one bad JWKS request into application-\n  wide auth failure. Reported by @eddieran in `GHSA-fhv5-28vv-h8m8 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8\u0026gt;`__.\n- Skip the unconditional base64 decode of the compact-form payload segment\n  when ``b64=false`` is set in the protected header, and require that\n  segment to be empty (RFC 7515 Appendix F detached form). Closes an\n  unauthenticated DoS amplifier. Reported by @thesmartshadow in\n  `GHSA-w7vc-732c-9m39 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39\u0026gt;`__.\n\u003cp\u003eFixed\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\n- Reject empty HMAC keys outright in ``HMACAlgorithm.prepare_key`` with\n  ``InvalidKeyError`` instead of accepting them with only a warning.\n  Thanks to @SnailSploit and @spartan8806 for independently flagging the\n  footgun.\n- Forward per-call ``options`` (including ``enforce_minimum_key_length``)\n  from ``PyJWT.decode`` through to ``PyJWS._verify_signature`` so the\n  option actually takes effect when set at the call site rather than only\n  on the ``PyJWT`` instance. Thanks to @WLUB for the report.\n- RFC 7797 §3 compliance for ``b64=false``: the encoder now auto-adds\n  ``\u0026amp;quot;b64\u0026amp;quot;`` to the ``crit`` header parameter, and the decoder rejects\n  tokens that set ``b64=false`` without listing it in ``crit``. Thanks to\n  @MachineLearning-Nerd for the report.\n\nChanged\n\u003c/code\u003e\u003c/pre\u003e\n\u003cul\u003e\n\u003cli\u003eMigrate the \u003ccode\u003edev\u003c/code\u003e, \u003ccode\u003edocs\u003c/code\u003e, and \u003ccode\u003etests\u003c/code\u003e package extras to dependency groups by \u003ca href=\"https://github.com/kurtmckee\"\u003e\u003ccode\u003e@​kurtmckee\u003c/code\u003e\u003c/a\u003e in \u003ccode\u003e[#1152](https://github.com/jpadilla/pyjwt/issues/1152) \u0026amp;lt;https://github.com/jpadilla/pyjwt/pull/1152\u0026amp;gt;\u003c/code\u003e__\n\u003c/code\u003e\u003c/pre\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/7144e4534c34810f4525dc4578a32addd8212cff\"\u003e\u003ccode\u003e7144e45\u003c/code\u003e\u003c/a\u003e Apply ruff format\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/d2f4bec4963897c0ef96ef64a875894f2c8542ab\"\u003e\u003ccode\u003ed2f4bec\u003c/code\u003e\u003c/a\u003e Restore \u003ccode\u003ecast()\u003c/code\u003e calls with cross-version \u003ccode\u003etype: ignore\u003c/code\u003e for \u003ccode\u003eprepare_key\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/22f478cebddd8294259c30f037ecb92b0b348774\"\u003e\u003ccode\u003e22f478c\u003c/code\u003e\u003c/a\u003e Remove redundant casts in \u003ccode\u003eRSAAlgorithm.prepare_key\u003c/code\u003e and `ECAlgorithm.prepare...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/95791b1759b8aa4f2203575d344d5c78564cdc81\"\u003e\u003ccode\u003e95791b1\u003c/code\u003e\u003c/a\u003e Bundle security fixes and hardening into 2.13.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/dcc27a9d3182a2349c30b160758785c6ce7a6508\"\u003e\u003ccode\u003edcc27a9\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1155\"\u003e#1155\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/9d08a9a1896845ed8eaf88e6f6ac61e5800c3e7a\"\u003e\u003ccode\u003e9d08a9a\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1146\"\u003e#1146\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/b87c10014d4109f0214fea188d00faaaf8a80e64\"\u003e\u003ccode\u003eb87c100\u003c/code\u003e\u003c/a\u003e Bump codecov/codecov-action from 5 to 6 (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1154\"\u003e#1154\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/40e3147eb5f790d8d041772e5fc00728a176c812\"\u003e\u003ccode\u003e40e3147\u003c/code\u003e\u003c/a\u003e Migrate development extras to dependency groups (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1152\"\u003e#1152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `numpy` from 2.4.5 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.5...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `prometheus-client` from 0.21.1 to 0.25.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/prometheus/client_python/releases\"\u003eprometheus-client's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.25.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix spaces in grouping key values for push_to_gateway by \u003ca href=\"https://github.com/veeceey\"\u003e\u003ccode\u003e@​veeceey\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1156\"\u003eprometheus/client_python#1156\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport MultiProcessCollector in RestrictedRegistry by \u003ca href=\"https://github.com/mathias-kende\"\u003e\u003ccode\u003e@​mathias-kende\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1150\"\u003eprometheus/client_python#1150\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/prometheus/client_python/compare/v0.24.1...v0.25.0\"\u003ehttps://github.com/prometheus/client_python/compare/v0.24.1...v0.25.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev0.24.1\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Django] Pass correct registry to MultiProcessCollector by \u003ca href=\"https://github.com/jelly\"\u003e\u003ccode\u003e@​jelly\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1152\"\u003eprometheus/client_python#1152\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.24.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd an AIOHTTP exporter by \u003ca href=\"https://github.com/Lexicality\"\u003e\u003ccode\u003e@​Lexicality\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1139\"\u003eprometheus/client_python#1139\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd remove_m...\n\n_Description has been truncated_","html_url":"https://github.com/AlexMatei1/honey-strike/pull/12","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexMatei1%2Fhoney-strike/issues/12","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/12/packages"},{"uuid":"4609170118","node_id":"PR_kwDOQdJNdM7jtkGM","number":340,"state":"open","title":"pip(deps): bump scikit-learn from 1.8.0 to 1.9.0","user":"dependabot[bot]","labels":["dependencies"],"assignees":[],"locked":false,"comments_count":3,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T00:11:04.000Z","updated_at":"2026-06-08T01:24:56.599Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"pip(deps)","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this 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bump","group_name":"python-minor-patch","update_count":51,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"torch","old_version":"2.11.0","new_version":"2.12.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"5.7.0","new_version":"5.10.2","repository_url":"https://github.com/huggingface/transformers"},{"name":"sentence-transformers","old_version":"5.4.1","new_version":"5.5.1","repository_url":"https://github.com/huggingface/sentence-transformers"},{"name":"openai","old_version":"2.32.0","new_version":"2.41.0","repository_url":"https://github.com/openai/openai-python"},{"name":"anthropic","old_version":"0.96.0","new_version":"0.107.1","repository_url":"https://github.com/anthropics/anthropic-sdk-python"},{"name":"langchain-core","old_version":"1.4.0","new_version":"1.4.1","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.8.4","new_version":"0.8.9","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"llama-index-core","old_version":"0.14.20","new_version":"0.14.22","repository_url":"https://github.com/run-llama/llama_index"},{"name":"fastapi","old_version":"0.136.0","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"pydantic","old_version":"2.13.1","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"python-multipart","old_version":"0.0.28","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"elevenlabs","old_version":"2.43.0","new_version":"2.51.0","repository_url":"https://github.com/elevenlabs/elevenlabs-python"},{"name":"onnxruntime","old_version":"1.22.0","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"onnxruntime-gpu","old_version":"1.24.4","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"grpcio","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-tools","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"mujoco","old_version":"3.8.0","new_version":"3.9.0","repository_url":"https://github.com/google-deepmind/mujoco"},{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"qdrant-client","old_version":"1.17.1","new_version":"1.18.0","repository_url":"https://github.com/qdrant/qdrant-client"},{"name":"faiss-cpu","old_version":"1.13.2","new_version":"1.14.2","repository_url":"https://github.com/facebookresearch/faiss"},{"name":"polar-sdk","old_version":"0.31.3","new_version":"0.31.5","repository_url":"https://github.com/polarsource/polar-python"},{"name":"langgraph","old_version":"1.1.6","new_version":"1.2.4","repository_url":"https://github.com/langchain-ai/langgraph"},{"name":"haystack-ai","old_version":"2.27.0","new_version":"2.30.0","repository_url":"https://github.com/deepset-ai/haystack"},{"name":"litellm","old_version":"1.86.2","new_version":"1.88.0","repository_url":"https://github.com/BerriAI/litellm"},{"name":"mkdocs-jupyter","old_version":"0.26.2","new_version":"0.26.3","repository_url":"https://github.com/danielfrg/mkdocs-jupyter"},{"name":"opentelemetry-api","old_version":"1.41.0","new_version":"1.42.1","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"langfuse","old_version":"4.3.1","new_version":"4.7.1","repository_url":"https://github.com/langfuse/langfuse"},{"name":"gradio","old_version":"6.13.0","new_version":"6.16.0","repository_url":"https://github.com/gradio-app/gradio"},{"name":"pypdf","old_version":"6.10.2","new_version":"6.13.0","repository_url":"https://github.com/py-pdf/pypdf"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"boto3","old_version":"1.42.90","new_version":"1.43.24","repository_url":"https://github.com/boto/boto3"},{"name":"notion-client","old_version":"3.0.0","new_version":"3.1.0","repository_url":"https://github.com/ramnes/notion-sdk-py"},{"name":"google-api-python-client","old_version":"2.194.0","new_version":"2.197.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"google-cloud-aiplatform","old_version":"1.149.0","new_version":"1.156.0","repository_url":"https://github.com/googleapis/python-aiplatform"},{"name":"hypothesis","old_version":"6.151.10","new_version":"6.155.2","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"ruff","old_version":"0.15.11","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"},{"name":"build","old_version":"1.4.3","new_version":"1.5.0","repository_url":"https://github.com/pypa/build"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.6.2","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"anyio","old_version":"4.12.1","new_version":"4.13.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"certifi","old_version":"2026.2.25","new_version":"2026.5.20","repository_url":"https://github.com/certifi/python-certifi"},{"name":"huggingface-hub","old_version":"1.12.0","new_version":"1.18.0","repository_url":"https://github.com/huggingface/huggingface_hub"},{"name":"idna","old_version":"3.15","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"discord-py","old_version":"2.5.2","new_version":"2.7.1","repository_url":"https://github.com/Rapptz/discord.py"}],"path":null,"ecosystem":"pip"},"body":"[//]: # (dependabot-start)\n⚠️  **Dependabot is rebasing this PR** ⚠️ \n\nRebasing might not happen immediately, so don't worry if this takes some time.\n\nNote: if you make any changes to this PR yourself, they will take precedence over the rebase.\n\n---\n\n[//]: # (dependabot-end)\n\nBumps the python-minor-patch group with 50 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [torch](https://github.com/pytorch/pytorch) | `2.11.0` | `2.12.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.7.0` | `5.10.2` |\n| [sentence-transformers](https://github.com/huggingface/sentence-transformers) | `5.4.1` | `5.5.1` |\n| [openai](https://github.com/openai/openai-python) | `2.32.0` | `2.41.0` |\n| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `0.96.0` | `0.107.1` |\n| [langchain-core](https://github.com/langchain-ai/langchain) | `1.4.0` | `1.4.1` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.8.4` | `0.8.9` |\n| [llama-index-core](https://github.com/run-llama/llama_index) | `0.14.20` | `0.14.22` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.0` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.1` | `2.13.4` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.28` | `0.0.32` |\n| [elevenlabs](https://github.com/elevenlabs/elevenlabs-python) | `2.43.0` | `2.51.0` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.0` | `1.26.0` |\n| [onnxruntime-gpu](https://github.com/microsoft/onnxruntime) | `1.24.4` | `1.26.0` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [grpcio-tools](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [mujoco](https://github.com/google-deepmind/mujoco) | `3.8.0` | `3.9.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.6.1` | `1.9.0` |\n| [qdrant-client](https://github.com/qdrant/qdrant-client) | `1.17.1` | `1.18.0` |\n| [faiss-cpu](https://github.com/facebookresearch/faiss) | `1.13.2` | `1.14.2` |\n| [polar-sdk](https://github.com/polarsource/polar-python) | `0.31.3` | `0.31.5` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.6` | `1.2.4` |\n| [haystack-ai](https://github.com/deepset-ai/haystack) | `2.27.0` | `2.30.0` |\n| [litellm](https://github.com/BerriAI/litellm) | `1.86.2` | `1.88.0` |\n| [mkdocs-jupyter](https://github.com/danielfrg/mkdocs-jupyter) | `0.26.2` | `0.26.3` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.41.0` | `1.42.1` |\n| [langfuse](https://github.com/langfuse/langfuse) | `4.3.1` | `4.7.1` |\n| [gradio](https://github.com/gradio-app/gradio) | `6.13.0` | `6.16.0` |\n| [pypdf](https://github.com/py-pdf/pypdf) | `6.10.2` | `6.13.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [boto3](https://github.com/boto/boto3) | `1.42.90` | `1.43.24` |\n| [notion-client](https://github.com/ramnes/notion-sdk-py) | `3.0.0` | `3.1.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.194.0` | `2.197.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [google-cloud-aiplatform](https://github.com/googleapis/python-aiplatform) | `1.149.0` | `1.156.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.151.10` | `6.155.2` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.11` | `0.15.16` |\n| [build](https://github.com/pypa/build) | `1.4.3` | `1.5.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.6.2` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.1` | `4.13.0` |\n| [certifi](https://github.com/certifi/python-certifi) | `2026.2.25` | `2026.5.20` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.12.0` | `1.18.0` |\n| [idna](https://github.com/kjd/idna) | `3.15` | `3.18` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.33.1 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.33.1...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.11.0 to 2.12.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.12.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#security\"\u003eSecurity\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eFor more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.\u003c/p\u003e\n\u003ch1\u003eBackwards Incompatible Changes\u003c/h1\u003e\n\u003ch2\u003eBuild Frontend\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eStrengthened SVE compile checks in \u003ccode\u003eFindARM.cmake\u003c/code\u003e, which may reject previously accepted but incorrect SVE configurations (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/176646\"\u003e#176646\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eSource builds that enable SVE now validate the compiler configuration more strictly. If a build previously passed with an incomplete or mismatched SVE setup, it may now fail during CMake configuration instead of later in compilation. Update the compiler/toolchain flags so they accurately describe the target SVE support, or disable SVE for that build.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178925\"\u003e#178925\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eBuilding PyTorch from source with CUDA versions older than 12.6 is no longer supported. Users building custom binaries should install CUDA 12.6 or newer and make sure \u003ccode\u003eCUDA_HOME\u003c/code\u003e points to that installation.\u003c/p\u003e\n\u003cp\u003eVersion 2.11:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.4 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion 2.12:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.6 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEnforced a C++20 minimum in CMake build files (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178662\"\u003e#178662\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/0d62256a2b23365f8e1604297eb23a6545102aa8\"\u003e\u003ccode\u003e0d62256\u003c/code\u003e\u003c/a\u003e [release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/183346\"\u003e#183346\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/7661cd9c6b841b62b7f411aa52ec51f05457263b\"\u003e\u003ccode\u003e7661cd9\u003c/code\u003e\u003c/a\u003e [MPS] Fix SDPA wrong output for permuted q/k/v with B \u0026gt; 1 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181886\"\u003e#181886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9da6087ab64ab6a2118686420ca5353c90dd7e1f\"\u003e\u003ccode\u003e9da6087\u003c/code\u003e\u003c/a\u003e Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes \u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182250\"\u003e#182250\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182369\"\u003e#182369\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/e4c37cc011d47246ce8ea4b99c9b28fb7f400224\"\u003e\u003ccode\u003ee4c37cc\u003c/code\u003e\u003c/a\u003e Avoid raw stream name collisions in Inductor (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182178\"\u003e#182178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/822d047dc8dd8d919f83c3ad5c786e405075d1f0\"\u003e\u003ccode\u003e822d047\u003c/code\u003e\u003c/a\u003e [MPS] Fix bool mask handling in 1-pass SDPA decode kernel (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182285\"\u003e#182285\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182311\"\u003e#182311\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5c5e523cd520e6986006e45be243b3ee927ea546\"\u003e\u003ccode\u003e5c5e523\u003c/code\u003e\u003c/a\u003e Add enable_gqa parameter to SDPA MPS meta registration (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181550\"\u003e#181550\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/eece52ead16886e5463c3dcee9b04db783cc68d5\"\u003e\u003ccode\u003eeece52e\u003c/code\u003e\u003c/a\u003e [AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/b39330bbe210b9628207e84d8ba2cabb7975fbac\"\u003e\u003ccode\u003eb39330b\u003c/code\u003e\u003c/a\u003e [Inductor] Call latest c_shim version for versioned fallback ops (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181548\"\u003e#181548\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/06f10d088229a25ac52bd14b6cacc04a4161f6ca\"\u003e\u003ccode\u003e06f10d0\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[FSDP2] add fqn to communication ops\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182100\"\u003e#182100\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182157\"\u003e#182157\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/449e3393139a1aca9afec120c9a63f98f12d55b0\"\u003e\u003ccode\u003e449e339\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Inductor] Improve materialization heuristic for a chain of computaio...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.11.0...v2.12.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.7.0 to 5.10.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePatch release v5.10.2\u003c/h1\u003e\n\u003cp\u003eThere was a big bug in the model conversion of models related to clip, this affected models like sam3 and others. Please make sure to update :pray:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eFix conversion for clip models by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\"\u003ehttps://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\u003c/a\u003e\u003c/p\u003e\n\u003ch1\u003eRelease v5.10.1\u003c/h1\u003e\n\u003cp\u003ev5.10.0 was yanked as we publish on a corrupted branch. Sorry everyone, this happens when we rush a release!!!\u003c/p\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eGemma4 unified+ Gemma4 MTP\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGemma 4 12B Unified is an \u003cstrong\u003eencoder-free\u003c/strong\u003e multimodal model with pretrained and instruction-tuned variants. Unlike \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gemma4\"\u003estandard Gemma 4\u003c/a\u003e, which uses dedicated encoder towers, Gemma 4 12B Unified projects raw inputs directly into the language model's embedding space through lightweight linear pipelines. This results in a simpler architecture while maintaining strong multimodal performance.\u003c/p\u003e\n\u003cp\u003eKey differences from standard Gemma 4:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eNo Vision Tower\u003c/strong\u003e: Raw pixel patches are projected directly into LM space via a \u003ccode\u003eDense + LayerNorm\u003c/code\u003e pipeline with factorized 2D positional embeddings, replacing the vision encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eNo Audio Tower\u003c/strong\u003e: Raw 16 kHz waveform samples are chunked into fixed-length frames and projected through a simple \u003ccode\u003eRMSNorm → Linear\u003c/code\u003e pipeline, replacing the mel spectrogram + Conformer encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eShared Multimodal Pipeline\u003c/strong\u003e: Both vision and audio use the same \u003ccode\u003eGemma4UnifiedMultimodalEmbedder\u003c/code\u003e (RMSNorm → Linear) for the final projection to text hidden space.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eYou can find the original Gemma 4 12B Unified checkpoints under the \u003ca href=\"https://huggingface.co/collections/google/gemma-4\"\u003eGemma 4\u003c/a\u003e release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ewho needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e) by \u003ca href=\"https://github.com/douglas-reid\"\u003e\u003ccode\u003e@​douglas-reid\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgerrard\"\u003e\u003ccode\u003e@​sgerrard\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/molbap\"\u003e\u003ccode\u003e@​molbap\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eSapiens2\u003c/h3\u003e\n\u003cp\u003eSapiens2 is a family of high-resolution vision transformers pretrained on ~1 billion curated human images, designed for human-centric computer vision tasks including pose estimation, body-part segmentation, surface normal estimation, and pointmap estimation. The models scale from 0.4B to 5B parameters and train at native 1K resolution, with hierarchical 4K variants for extended spatial reasoning. Sapiens2 achieves substantial improvements over its predecessor with +4 mAP in pose estimation, +24.3 mIoU in body-part segmentation, and 45.6% error reduction in normal estimation.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/sapiens2\"\u003eDocumentation\u003c/a\u003e | \u003ca href=\"https://huggingface.co/papers/2604.21681\"\u003ePaper\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e) by \u003ca href=\"https://github.com/guarin\"\u003e\u003ccode\u003e@​guarin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45919\"\u003e#45919\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDeepSeek-OCR-2\u003c/h3\u003e\n\u003cp\u003eDeepSeek-OCR-2 is an OCR-specialized vision-language model built on a distinctive architecture that combines a SAM ViT-B vision encoder with a Qwen2 hybrid attention encoder, connected through an MLP projector to a DeepSeek-V2 Mixture-of-Experts (MoE) language model. The model features a hybrid attention mechanism that applies bidirectional attention over image tokens and causal attention over query tokens, enabling efficient and accurate document understanding. It supports both plain OCR tasks and grounding capabilities with coordinate-aware output for document conversion to markdown format.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/deepseek_ocr2\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Deepseek-OCR-2 model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45075\"\u003e#45075\u003c/a\u003e) by \u003ca href=\"https://github.com/thisisiron\"\u003e\u003ccode\u003e@​thisisiron\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45075\"\u003e#45075\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMellum\u003c/h3\u003e\n\u003cp\u003eMellum is a code-focused Mixture-of-Experts language model developed by JetBrains. It is derived from the Qwen3-MoE architecture with per-layer-type RoPE and interleaved sliding window attention. The model has 12B total parameters with 2.5B active parameters per token, using 64 routed experts with 8 activated per token across 28 layers.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/mellum\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003efeat: Add support for JetBrains' \u003ccode\u003eMellum\u003c/code\u003e v2 code generation model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46112\"\u003e#46112\u003c/a\u003e) by \u003ca href=\"https://github.com/shadeMe\"\u003e\u003ccode\u003e@​shadeMe\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/46112\"\u003e#46112\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0dad7b822255a0ae261ec45ae937371e859ffd1a\"\u003e\u003ccode\u003e0dad7b8\u003c/code\u003e\u003c/a\u003e v5.10.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/8a4ffee847b90a732a1febefeca5180fffd5596f\"\u003e\u003ccode\u003e8a4ffee\u003c/code\u003e\u003c/a\u003e Fix conversion for clip models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/90c3ae54d448d4906b6167317ea5a7f5d48a232d\"\u003e\u003ccode\u003e90c3ae5\u003c/code\u003e\u003c/a\u003e Patch because we had to yank 5.10 because the release branch was not up to date\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0bd94b37db639d8f29a094dce2fde06f86af8968\"\u003e\u003ccode\u003e0bd94b3\u003c/code\u003e\u003c/a\u003e v5.10.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1423d22f7a3b62e8c70ad67b58ec25cd9b675897\"\u003e\u003ccode\u003e1423d22\u003c/code\u003e\u003c/a\u003e who needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50eb20a24f9dd512e6770072f422e4b86ca3cd98\"\u003e\u003ccode\u003e50eb20a\u003c/code\u003e\u003c/a\u003e Fix dsv4 dequant + tp/ep (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46378\"\u003e#46378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/74464e8c49c91b574c30cc3cb3c5a44000237299\"\u003e\u003ccode\u003e74464e8\u003c/code\u003e\u003c/a\u003e Fix wrong changes produced by style/repo. check bot (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46371\"\u003e#46371\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1b8ec344fb6c277235fc76c37e7a5c156a1f0ddc\"\u003e\u003ccode\u003e1b8ec34\u003c/code\u003e\u003c/a\u003e Fix path traversal when saving Bark voice preset embeddings (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46237\"\u003e#46237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e820678256f22e7647e39e8b7ed040fa81b7b872\"\u003e\u003ccode\u003ee820678\u003c/code\u003e\u003c/a\u003e Add Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/595721c44cb14db37fa504903e2edd5e9f0eba43\"\u003e\u003ccode\u003e595721c\u003c/code\u003e\u003c/a\u003e Pass library_name/version to Hub calls via a shared HfApi (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46318\"\u003e#46318\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.7.0...v5.10.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sentence-transformers` from 5.4.1 to 5.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/sentence-transformers/releases\"\u003esentence-transformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev5.5.1 - Small Multimodal patch\u003c/h2\u003e\n\u003cp\u003eThis patch release fixes a small quirk with multimodal inference when using single-key multimodal inputs like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Training + Inference\r\npip install sentence-transformers[train]==5.5.1\r\n\u003ch1\u003eInference only, use one of:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers==5.5.1\npip install sentence-transformers[onnx-gpu]==5.5.1\npip install sentence-transformers[onnx]==5.5.1\npip install sentence-transformers[openvino]==5.5.1\u003c/p\u003e\n\u003ch1\u003eMultimodal dependencies (optional):\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[image]==5.5.1\npip install sentence-transformers[audio]==5.5.1\npip install sentence-transformers[video]==5.5.1\u003c/p\u003e\n\u003ch1\u003eOr combine as needed:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[train,onnx,image]==5.5.1\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003ch2\u003eBug fixed\u003c/h2\u003e\n\u003cp\u003ePreviously, inference like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e or \u003ccode\u003emodel.encode([{\u0026quot;image\u0026quot;: ...}, ...])\u003c/code\u003e would be inferred as the \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e modality, which differed from the inferred modality of \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e for just \u003ccode\u003emodel.encode(my_image)\u003c/code\u003e or \u003ccode\u003emodel.encode([my_image, my_image_2, ...])\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eThis results in confusing errors if the model doesn't have a \u003ccode\u003emodality_config\u003c/code\u003e mapping for \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e in addition to \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, so now a single-key multimodal dict is collapsed to the bare modality (just \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e in this example).\u003c/p\u003e\n\u003cp\u003eThis affected this code:\u003c/p\u003e\n\u003cpre lang=\"python\"\u003e\u003ccode\u003e\r\nfrom sentence_transformers import SentenceTransformer\r\n\u003cp\u003emodel = SentenceTransformer('BAAI/BGE-VL-base', trust_remote_code=True)\nembedding = model.encode({\u0026quot;image\u0026quot;: \u0026quot;\u003ca href=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;%7D\"\u003ehttps://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;}\u003c/a\u003e)\nprint(embedding.shape)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eWhich previously failed as the model only implements a path for \u003ccode\u003e\u0026quot;text\u0026quot;\u003c/code\u003e, \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, and \u003ccode\u003e(\u0026quot;image\u0026quot;, \u0026quot;text\u0026quot;)\u003c/code\u003e.\u003c/p\u003e\n\u003ch2\u003eAll Changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[fix] Collapse single-key multimodal dicts to bare modality by \u003ca href=\"https://github.com/tomaarsen\"\u003e\u003ccode\u003e@​tomaarsen\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\"\u003ehttps://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev5.5.0 - Training Agent Skill, EmbedDistillLoss, and ADRMSELoss\u003c/h2\u003e\n\u003cp\u003eThis release ships the \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill, adds two new training losses, and brings a long list of robustness and correctness fixes.\u003c/p\u003e\n\u003cp\u003eThe new \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill lets AI coding agents (Claude Code, Codex, Cursor, Gemini CLI, ...) drive end-to-end training and fine-tuning across all three model types. \u003ccode\u003eEmbedDistillLoss\u003c/code\u003e is a new embedding-level knowledge distillation loss for \u003ccode\u003eSentenceTransformer\u003c/code\u003e: it aligns a student model's embeddings with pre-computed teacher embeddings, an alternative to the score-based distillation provided by \u003ccode\u003eMarginMSELoss\u003c/code\u003e and \u003ccode\u003eDistillKLDivLoss\u003c/code\u003e. \u003ccode\u003eADRMSELoss\u003c/code\u003e is a new listwise learning-to-rank loss for \u003ccode\u003eCrossEncoder\u003c/code\u003e from the Rank-DistiLLM paper. \u003ccode\u003eencode()\u003c/code\u003e and \u003ccode\u003epredict()\u003c/code\u003e also gain a per-call \u003ccode\u003eprocessing_kwargs\u003c/code\u003e override, and more.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/ce3ec6d87f25b2d1cccb0a20f8fd495dad5c30fb\"\u003e\u003ccode\u003ece3ec6d\u003c/code\u003e\u003c/a\u003e Release v5.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/610a7c5ccfdfccc19933900feba0206f2e76bf59\"\u003e\u003ccode\u003e610a7c5\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003efix\u003c/code\u003e] Collapse single-key multimodal dicts to bare modality (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/f9f3269c7bd548555b7273a5378d52eeaa5d6286\"\u003e\u003ccode\u003ef9f3269\u003c/code\u003e\u003c/a\u003e Merge branch 'main' into v5.5-release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/02dc21d77dfd22b5816fb5398877253100b89b43\"\u003e\u003ccode\u003e02dc21d\u003c/code\u003e\u003c/a\u003e Update index tip for v5.5.0 (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3774\"\u003e#3774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/833828b3dae0cf9e6943ae01b9c9645f883daf3b\"\u003e\u003ccode\u003e833828b\u003c/code\u003e\u003c/a\u003e Release v5.5.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/98ac358861359fd275824732e5f658b2f4ca6c78\"\u003e\u003ccode\u003e98ac358\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Load models in float32 in the training examples \u0026amp; docs (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3773\"\u003e#3773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/d8ee0410ba140f41aa2ac0735a97e1d690dd2df5\"\u003e\u003ccode\u003ed8ee041\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use modality-neutral terms (input, document) in loss docs \u0026amp; docstrin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/4c6850e444e5bcedfb026e9d674ae18c19ab5233\"\u003e\u003ccode\u003e4c6850e\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eexamples\u003c/code\u003e] Avoid LoggingHandler, silence httpx in examples (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3771\"\u003e#3771\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/1418823d250763751ea95212dfb9ecaa919f5e92\"\u003e\u003ccode\u003e1418823\u003c/code\u003e\u003c/a\u003e docs: fix grammar in parallel-sentence-mining README (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3769\"\u003e#3769\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/22a383d3644cfaa40038adb0b70a9320f7f73d36\"\u003e\u003ccode\u003e22a383d\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use direct class imports in examples \u0026amp; docs (drop `losses.MSELoss(.....\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.4.1...v5.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `openai` from 2.32.0 to 2.41.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/releases\"\u003eopenai's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.41.0\u003c/h2\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.40.0\u003c/h2\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.39.0\u003c/h2\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.38.0\u003c/h2\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.37.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/blob/main/CHANGELOG.md\"\u003eopenai's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.37.0 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.36.0...v2.37.0\"\u003ev2.36.0...v2.37.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2d955a1ac69df0288b8072bbcd25905639e9b2ed\"\u003e\u003ccode\u003e2d955a1\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3359\"\u003e#3359\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/519cd027919fa5b73bd8fe237e80c7a01b3e0b2f\"\u003e\u003ccode\u003e519cd02\u003c/code\u003e\u003c/a\u003e release: 2.41.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e\u003ccode\u003e87e46c2\u003c/code\u003e\u003c/a\u003e feat(api): responses.moderation and chat_completions.moderation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a28a3f6aa34f5ac6fcc2fafeb50112f2140c45ae\"\u003e\u003ccode\u003ea28a3f6\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3352\"\u003e#3352\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/db6ccafa7b74b72caefbda6fb63bd5c904521770\"\u003e\u003ccode\u003edb6ccaf\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2264f700dad91e4f570eb7c0a6f10bbd22d34520\"\u003e\u003ccode\u003e2264f70\u003c/code\u003e\u003c/a\u003e release: 2.40.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e\u003ccode\u003e4d5bfde\u003c/code\u003e\u003c/a\u003e fix(api): allow setting bedrock api keys on the client directly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/ccef1436d9f52b5014597047e450eef543a87540\"\u003e\u003ccode\u003eccef143\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3326\"\u003e#3326\u003c/a\u003e from openai/codex/bedrock-responses-review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a50ff0a19084306a09012ff85f730ea2c129eef9\"\u003e\u003ccode\u003ea50ff0a\u003c/code\u003e\u003c/a\u003e Fix Bedrock with_options overrides\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/fdf4901e301fa01b368ede0b5b407dca42f07acc\"\u003e\u003ccode\u003efdf4901\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/openai/openai-python/compare/v2.32.0...v2.41.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anthropic` from 0.96.0 to 0.107.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/releases\"\u003eanthropic's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.107.1\u003c/h2\u003e\n\u003ch2\u003e0.107.1 (2026-06-07)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.107.0...v0.107.1\"\u003ev0.107.0...v0.107.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003efoundry:\u003c/strong\u003e send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/13381413d22ad14d85e66836c67cc8a13bd2b7bd\"\u003e1338141\u003c/a\u003e), closes \u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1661\"\u003e#1661\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.107.0\u003c/h2\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.106.0\u003c/h2\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.105.2\u003c/h2\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md\"\u003eanthropic's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.107.1 (2026-06-07)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.107.0...v0.107.1\"\u003ev0.107.0...v0.107.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003efoundry:\u003c/strong\u003e send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/13381413d22ad14d85e66836c67cc8a13bd2b7bd\"\u003e1338141\u003c/a\u003e), closes \u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1661\"\u003e#1661\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/260e687082dfe2d9b7f20199dc8ab7c9e90ae1de\"\u003e\u003ccode\u003e260e687\u003c/code\u003e\u003c/a\u003e release: 0.107.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/49c5395b93f5f38a299b88228964b8267394b9d1\"\u003e\u003ccode\u003e49c5395\u003c/code\u003e\u003c/a\u003e fix(foundry): send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/4ceca722bedbd923671365f1a36f86d09fbec657\"\u003e\u003ccode\u003e4ceca72\u003c/code\u003e\u003c/a\u003e release: 0.107.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3a6f9d9c217bdb504ddd229618149ab7e8033ad3\"\u003e\u003ccode\u003e3a6f9d9\u003c/code\u003e\u003c/a\u003e feat(api): small updates to Managed Agents types\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/6a70c9f72b16b04348564c5b92961a82ebe4b7da\"\u003e\u003ccode\u003e6a70c9f\u003c/code\u003e\u003c/a\u003e release: 0.106.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/8fa41c8acf6885fd8b7a0a67f705bbb9d3058672\"\u003e\u003ccode\u003e8fa41c8\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1f553254640b45aecef37df0000da68dc2bcb9c5\"\u003e\u003ccode\u003e1f55325\u003c/code\u003e\u003c/a\u003e Don't leak ANTHROPIC_API_KEY to the Foundry endpoint (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/18\"\u003e#18\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a94498c6aa3dd4e237ed72dacdd26336bbd7d9fc\"\u003e\u003ccode\u003ea94498c\u003c/code\u003e\u003c/a\u003e fix(client): make Foundry client copy() and with_options() work\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/907d849f8dfec50dfeda06b5cdde0ee268f9b7f9\"\u003e\u003ccode\u003e907d849\u003c/code\u003e\u003c/a\u003e chore(internal): fix artifact url\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/9676a5d0d40162a385001f60aa136f97b2718309\"\u003e\u003ccode\u003e9676a5d\u003c/code\u003e\u003c/a\u003e docs: point security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.96.0...v0.107.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langchain-core` from 1.4.0 to 1.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langchain/releases\"\u003elangchain-core's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003elangchain-core==1.4.1\u003c/h2\u003e\n\u003cp\u003eChanges since langchain-core==1.4.0\u003c/p\u003e\n\u003cp\u003erelease(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\nfix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\ndocs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\nrelease(anthropic): 1.4.4 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37757\"\u003e#37757\u003c/a\u003e)\nchore(core): bump \u003ccode\u003euuid-utils\u003c/code\u003e to 0.16.0 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37699\"\u003e#37699\u003c/a\u003e)\nchore(infra): bump \u003ccode\u003elangchain-tests\u003c/code\u003e floor to 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37610\"\u003e#37610\u003c/a\u003e)\nrelease(standard-tests): 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37609\"\u003e#37609\u003c/a\u003e)\nchore: bump idna from 3.11 to 3.15 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37539\"\u003e#37539\u003c/a\u003e)\nci(infra): harden Dependabot version-bound preservation (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37510\"\u003e#37510\u003c/a\u003e)\nhotfix: bump lockfiles (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37508\"\u003e#37508\u003c/a\u003e)\ndocs(core): note override for \u003ccode\u003e_get_ls_params\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37503\"\u003e#37503\u003c/a\u003e)\nchore(core,langchain,openai): refresh stale OpenAI model references (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37487\"\u003e#37487\u003c/a\u003e)\nchore: bump langsmith from 0.7.31 to 0.8.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37395\"\u003e#37395\u003c/a\u003e)\nfix(core): accept \u003ccode\u003eSerializable\u003c/code\u003e constructor-envelope wire shape in \u003ccode\u003e_convert_to_message\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37456\"\u003e#37456\u003c/a\u003e)\nfix(core): preserve chunk \u003ccode\u003eadditional_kwargs\u003c/code\u003e across v3 stream assembly (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37435\"\u003e#37435\u003c/a\u003e)\nfix(core): preserve reasoning blocks alongside tool_call in v3 stream (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37434\"\u003e#37434\u003c/a\u003e)\nchore: bump jupyter-server from 2.17.0 to 2.18.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37354\"\u003e#37354\u003c/a\u003e)\nchore: bump mistune from 3.1.4 to 3.2.1 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37353\"\u003e#37353\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/a401351e12b9a3e1670314adf2f7bbcf8811903c\"\u003e\u003ccode\u003ea401351\u003c/code\u003e\u003c/a\u003e release(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/053c368ba438ca077f1348147fadc5dad16d6898\"\u003e\u003ccode\u003e053c368\u003c/code\u003e\u003c/a\u003e fix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/0993edba86014788827144c175499755ec5b9f55\"\u003e\u003ccode\u003e0993edb\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37916\"\u003e#37916\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/6f7c8f54454ae45b07ca274cbfbb0afb8cef9041\"\u003e\u003ccode\u003e6f7c8f5\u003c/code\u003e\u003c/a\u003e chore: bump starlette from 0.49.1 to 1.0.1 in /libs/langchain (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37899\"\u003e#37899\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/586bcd46a17be1eafc61127460d766b2a0611db3\"\u003e\u003ccode\u003e586bcd4\u003c/code\u003e\u003c/a\u003e docs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/9eab5237ccf7878648b2d33108a7f7e15331c452\"\u003e\u003ccode\u003e9eab523\u003c/code\u003e\u003c/a\u003e chore: bump requests from 2.34.0 to 2.34.2 in /libs/partners/xai (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37903\"\u003e#37903\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/be2e8f70bc472354f23e9f62519427dd2de7d332\"\u003e\u003ccode\u003ebe2e8f7\u003c/code\u003e\u003c/a\u003e ci(infra): add \u003ccode\u003eexclude\u003c/code\u003e input to skip libs in scheduled integration tests (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/3b999176c84c1236e1f6fbaa5194782360e82264\"\u003e\u003ccode\u003e3b99917\u003c/code\u003e\u003c/a\u003e test(langchain,partners): disable pytest-benchmark under xdist to silence `Py...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/34af59c1a69c403d7b34d0bbd9ceffd287e3b0ed\"\u003e\u003ccode\u003e34af59c\u003c/code\u003e\u003c/a\u003e fix(partners): cap aiohttp below 3.14 for vcrpy compat (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37898\"\u003e#37898\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/414d7b8e94fca5102e87a1f7a6c70e32622a85b9\"\u003e\u003ccode\u003e414d7b8\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37895\"\u003e#37895\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/langchain-ai/langchain/compare/langchain-core==1.4.0...langchain-core==1.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langsmith` from 0.8.4 to 0.8.9\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langsmith-sdk/releases\"\u003elangsmith's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.9\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003efeat(sandbox): add JS Dockerfile snapshots by \u003ca href=\"https://github.com/langchain-infra\"\u003e\u003ccode\u003e@​langchain-infra\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2951\"\u003elangchain-ai/langsmith-sdk#2951\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the js-minor-and-patch group across 1 directory with 11 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2931\"\u003elangchain-ai/langsmith-sdk#2931\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump websockets from 15.0.1 to 16.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2811\"\u003elangchain-ai/langsmith-sdk#2811\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): update myst-parser requirement from \u0026gt;=3 to \u0026gt;=4.0.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2841\"\u003elangchain-ai/langsmith-sdk#2841\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump the py-minor-and-patch group across 1 directory with 19 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2934\"\u003elangchain-ai/langsmith-sdk#2934\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump typescript from 5.9.3 to 6.0.3 in /js by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2839\"\u003elangchain-ai/langsmith-sdk#2839\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump google-adk from 1.10.0 to 2.1.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2960\"\u003elangchain-ai/langsmith-sdk#2960\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump wrapt from 1.17.3 to 2.2.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2961\"\u003elangchain-ai/langsmith-sdk#2961\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the py-minor-and-patch group in /python with 6 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2958\"\u003elangchain-ai/langsmith-sdk#2958\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump ...\n\n_Description has been truncated_","html_url":"https://github.com/anulum/director-ai/pull/87","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/anulum%2Fdirector-ai/issues/87","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/87/packages"},{"uuid":"4607089172","node_id":"PR_kwDORQ8Eq87jnIhL","number":77,"state":"closed","title":"chore(deps): bump the python-minor-patch group with 50 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":5,"pull_request":true,"closed_at":"2026-06-07T22:06:57.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-07T11:09:48.000Z","updated_at":"2026-06-07T22:08:20.000Z","time_to_close":39429,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"python-minor-patch","update_count":50,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"torch","old_version":"2.11.0","new_version":"2.12.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"5.7.0","new_version":"5.10.2","repository_url":"https://github.com/huggingface/transformers"},{"name":"sentence-transformers","old_version":"5.4.1","new_version":"5.5.1","repository_url":"https://github.com/huggingface/sentence-transformers"},{"name":"openai","old_version":"2.32.0","new_version":"2.41.0","repository_url":"https://github.com/openai/openai-python"},{"name":"anthropic","old_version":"0.96.0","new_version":"0.107.0","repository_url":"https://github.com/anthropics/anthropic-sdk-python"},{"name":"langchain-core","old_version":"1.4.0","new_version":"1.4.1","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.8.4","new_version":"0.8.9","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"llama-index-core","old_version":"0.14.20","new_version":"0.14.22","repository_url":"https://github.com/run-llama/llama_index"},{"name":"fastapi","old_version":"0.136.0","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"pydantic","old_version":"2.13.1","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"python-multipart","old_version":"0.0.28","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"elevenlabs","old_version":"2.43.0","new_version":"2.51.0","repository_url":"https://github.com/elevenlabs/elevenlabs-python"},{"name":"onnxruntime","old_version":"1.22.0","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"onnxruntime-gpu","old_version":"1.24.4","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"grpcio","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-tools","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"mujoco","old_version":"3.8.0","new_version":"3.9.0","repository_url":"https://github.com/google-deepmind/mujoco"},{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"weaviate-client","old_version":"4.20.5","new_version":"4.16.2","repository_url":"https://github.com/weaviate/weaviate-python-client"},{"name":"qdrant-client","old_version":"1.17.1","new_version":"1.18.0","repository_url":"https://github.com/qdrant/qdrant-client"},{"name":"faiss-cpu","old_version":"1.13.2","new_version":"1.14.2","repository_url":"https://github.com/facebookresearch/faiss"},{"name":"polar-sdk","old_version":"0.31.3","new_version":"0.31.5","repository_url":"https://github.com/polarsource/polar-python"},{"name":"langgraph","old_version":"1.1.6","new_version":"1.2.4","repository_url":"https://github.com/langchain-ai/langgraph"},{"name":"haystack-ai","old_version":"2.27.0","new_version":"2.30.0","repository_url":"https://github.com/deepset-ai/haystack"},{"name":"litellm","old_version":"1.86.2","new_version":"1.88.0","repository_url":"https://github.com/BerriAI/litellm"},{"name":"mkdocs-jupyter","old_version":"0.26.2","new_version":"0.26.3","repository_url":"https://github.com/danielfrg/mkdocs-jupyter"},{"name":"opentelemetry-api","old_version":"1.41.0","new_version":"1.42.1","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"langfuse","old_version":"4.3.1","new_version":"4.7.1","repository_url":"https://github.com/langfuse/langfuse"},{"name":"gradio","old_version":"6.13.0","new_version":"6.16.0","repository_url":"https://github.com/gradio-app/gradio"},{"name":"pypdf","old_version":"6.10.2","new_version":"6.13.0","repository_url":"https://github.com/py-pdf/pypdf"},{"name":"boto3","old_version":"1.42.90","new_version":"1.43.24","repository_url":"https://github.com/boto/boto3"},{"name":"notion-client","old_version":"3.0.0","new_version":"3.1.0","repository_url":"https://github.com/ramnes/notion-sdk-py"},{"name":"google-api-python-client","old_version":"2.194.0","new_version":"2.197.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"google-cloud-aiplatform","old_version":"1.149.0","new_version":"1.156.0","repository_url":"https://github.com/googleapis/python-aiplatform"},{"name":"hypothesis","old_version":"6.151.10","new_version":"6.155.2","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"ruff","old_version":"0.15.11","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"},{"name":"build","old_version":"1.4.3","new_version":"1.5.0","repository_url":"https://github.com/pypa/build"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.6.2","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"anyio","old_version":"4.12.1","new_version":"4.13.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"certifi","old_version":"2026.2.25","new_version":"2026.5.20","repository_url":"https://github.com/certifi/python-certifi"},{"name":"huggingface-hub","old_version":"1.12.0","new_version":"1.18.0","repository_url":"https://github.com/huggingface/huggingface_hub"},{"name":"idna","old_version":"3.15","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"discord-py","old_version":"2.5.2","new_version":"2.7.1","repository_url":"https://github.com/Rapptz/discord.py"}],"path":null,"ecosystem":"pip"},"body":"Bumps the python-minor-patch group with 50 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [torch](https://github.com/pytorch/pytorch) | `2.11.0` | `2.12.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.7.0` | `5.10.2` |\n| [sentence-transformers](https://github.com/huggingface/sentence-transformers) | `5.4.1` | `5.5.1` |\n| [openai](https://github.com/openai/openai-python) | `2.32.0` | `2.41.0` |\n| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `0.96.0` | `0.107.0` |\n| [langchain-core](https://github.com/langchain-ai/langchain) | `1.4.0` | `1.4.1` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.8.4` | `0.8.9` |\n| [llama-index-core](https://github.com/run-llama/llama_index) | `0.14.20` | `0.14.22` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.0` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.1` | `2.13.4` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.28` | `0.0.32` |\n| [elevenlabs](https://github.com/elevenlabs/elevenlabs-python) | `2.43.0` | `2.51.0` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.0` | `1.26.0` |\n| [onnxruntime-gpu](https://github.com/microsoft/onnxruntime) | `1.24.4` | `1.26.0` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [grpcio-tools](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [mujoco](https://github.com/google-deepmind/mujoco) | `3.8.0` | `3.9.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.6.1` | `1.9.0` |\n| [weaviate-client](https://github.com/weaviate/weaviate-python-client) | `4.20.5` | `4.16.2` |\n| [qdrant-client](https://github.com/qdrant/qdrant-client) | `1.17.1` | `1.18.0` |\n| [faiss-cpu](https://github.com/facebookresearch/faiss) | `1.13.2` | `1.14.2` |\n| [polar-sdk](https://github.com/polarsource/polar-python) | `0.31.3` | `0.31.5` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.6` | `1.2.4` |\n| [haystack-ai](https://github.com/deepset-ai/haystack) | `2.27.0` | `2.30.0` |\n| [litellm](https://github.com/BerriAI/litellm) | `1.86.2` | `1.88.0` |\n| [mkdocs-jupyter](https://github.com/danielfrg/mkdocs-jupyter) | `0.26.2` | `0.26.3` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.41.0` | `1.42.1` |\n| [langfuse](https://github.com/langfuse/langfuse) | `4.3.1` | `4.7.1` |\n| [gradio](https://github.com/gradio-app/gradio) | `6.13.0` | `6.16.0` |\n| [pypdf](https://github.com/py-pdf/pypdf) | `6.10.2` | `6.13.0` |\n| [boto3](https://github.com/boto/boto3) | `1.42.90` | `1.43.24` |\n| [notion-client](https://github.com/ramnes/notion-sdk-py) | `3.0.0` | `3.1.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.194.0` | `2.197.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [google-cloud-aiplatform](https://github.com/googleapis/python-aiplatform) | `1.149.0` | `1.156.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.151.10` | `6.155.2` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.11` | `0.15.16` |\n| [build](https://github.com/pypa/build) | `1.4.3` | `1.5.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.6.2` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.1` | `4.13.0` |\n| [certifi](https://github.com/certifi/python-certifi) | `2026.2.25` | `2026.5.20` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.12.0` | `1.18.0` |\n| [idna](https://github.com/kjd/idna) | `3.15` | `3.18` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.33.1 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.33.1...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.11.0 to 2.12.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.12.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#security\"\u003eSecurity\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eFor more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.\u003c/p\u003e\n\u003ch1\u003eBackwards Incompatible Changes\u003c/h1\u003e\n\u003ch2\u003eBuild Frontend\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eStrengthened SVE compile checks in \u003ccode\u003eFindARM.cmake\u003c/code\u003e, which may reject previously accepted but incorrect SVE configurations (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/176646\"\u003e#176646\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eSource builds that enable SVE now validate the compiler configuration more strictly. If a build previously passed with an incomplete or mismatched SVE setup, it may now fail during CMake configuration instead of later in compilation. Update the compiler/toolchain flags so they accurately describe the target SVE support, or disable SVE for that build.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178925\"\u003e#178925\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eBuilding PyTorch from source with CUDA versions older than 12.6 is no longer supported. Users building custom binaries should install CUDA 12.6 or newer and make sure \u003ccode\u003eCUDA_HOME\u003c/code\u003e points to that installation.\u003c/p\u003e\n\u003cp\u003eVersion 2.11:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.4 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion 2.12:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.6 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEnforced a C++20 minimum in CMake build files (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178662\"\u003e#178662\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/0d62256a2b23365f8e1604297eb23a6545102aa8\"\u003e\u003ccode\u003e0d62256\u003c/code\u003e\u003c/a\u003e [release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/183346\"\u003e#183346\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/7661cd9c6b841b62b7f411aa52ec51f05457263b\"\u003e\u003ccode\u003e7661cd9\u003c/code\u003e\u003c/a\u003e [MPS] Fix SDPA wrong output for permuted q/k/v with B \u0026gt; 1 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181886\"\u003e#181886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9da6087ab64ab6a2118686420ca5353c90dd7e1f\"\u003e\u003ccode\u003e9da6087\u003c/code\u003e\u003c/a\u003e Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes \u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182250\"\u003e#182250\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182369\"\u003e#182369\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/e4c37cc011d47246ce8ea4b99c9b28fb7f400224\"\u003e\u003ccode\u003ee4c37cc\u003c/code\u003e\u003c/a\u003e Avoid raw stream name collisions in Inductor (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182178\"\u003e#182178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/822d047dc8dd8d919f83c3ad5c786e405075d1f0\"\u003e\u003ccode\u003e822d047\u003c/code\u003e\u003c/a\u003e [MPS] Fix bool mask handling in 1-pass SDPA decode kernel (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182285\"\u003e#182285\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182311\"\u003e#182311\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5c5e523cd520e6986006e45be243b3ee927ea546\"\u003e\u003ccode\u003e5c5e523\u003c/code\u003e\u003c/a\u003e Add enable_gqa parameter to SDPA MPS meta registration (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181550\"\u003e#181550\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/eece52ead16886e5463c3dcee9b04db783cc68d5\"\u003e\u003ccode\u003eeece52e\u003c/code\u003e\u003c/a\u003e [AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/b39330bbe210b9628207e84d8ba2cabb7975fbac\"\u003e\u003ccode\u003eb39330b\u003c/code\u003e\u003c/a\u003e [Inductor] Call latest c_shim version for versioned fallback ops (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181548\"\u003e#181548\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/06f10d088229a25ac52bd14b6cacc04a4161f6ca\"\u003e\u003ccode\u003e06f10d0\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[FSDP2] add fqn to communication ops\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182100\"\u003e#182100\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182157\"\u003e#182157\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/449e3393139a1aca9afec120c9a63f98f12d55b0\"\u003e\u003ccode\u003e449e339\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Inductor] Improve materialization heuristic for a chain of computaio...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.11.0...v2.12.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.7.0 to 5.10.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePatch release v5.10.2\u003c/h1\u003e\n\u003cp\u003eThere was a big bug in the model conversion of models related to clip, this affected models like sam3 and others. Please make sure to update :pray:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eFix conversion for clip models by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\"\u003ehttps://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\u003c/a\u003e\u003c/p\u003e\n\u003ch1\u003eRelease v5.10.1\u003c/h1\u003e\n\u003cp\u003ev5.10.0 was yanked as we publish on a corrupted branch. Sorry everyone, this happens when we rush a release!!!\u003c/p\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eGemma4 unified+ Gemma4 MTP\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGemma 4 12B Unified is an \u003cstrong\u003eencoder-free\u003c/strong\u003e multimodal model with pretrained and instruction-tuned variants. Unlike \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gemma4\"\u003estandard Gemma 4\u003c/a\u003e, which uses dedicated encoder towers, Gemma 4 12B Unified projects raw inputs directly into the language model's embedding space through lightweight linear pipelines. This results in a simpler architecture while maintaining strong multimodal performance.\u003c/p\u003e\n\u003cp\u003eKey differences from standard Gemma 4:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eNo Vision Tower\u003c/strong\u003e: Raw pixel patches are projected directly into LM space via a \u003ccode\u003eDense + LayerNorm\u003c/code\u003e pipeline with factorized 2D positional embeddings, replacing the vision encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eNo Audio Tower\u003c/strong\u003e: Raw 16 kHz waveform samples are chunked into fixed-length frames and projected through a simple \u003ccode\u003eRMSNorm → Linear\u003c/code\u003e pipeline, replacing the mel spectrogram + Conformer encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eShared Multimodal Pipeline\u003c/strong\u003e: Both vision and audio use the same \u003ccode\u003eGemma4UnifiedMultimodalEmbedder\u003c/code\u003e (RMSNorm → Linear) for the final projection to text hidden space.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eYou can find the original Gemma 4 12B Unified checkpoints under the \u003ca href=\"https://huggingface.co/collections/google/gemma-4\"\u003eGemma 4\u003c/a\u003e release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ewho needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e) by \u003ca href=\"https://github.com/douglas-reid\"\u003e\u003ccode\u003e@​douglas-reid\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgerrard\"\u003e\u003ccode\u003e@​sgerrard\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/molbap\"\u003e\u003ccode\u003e@​molbap\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eSapiens2\u003c/h3\u003e\n\u003cp\u003eSapiens2 is a family of high-resolution vision transformers pretrained on ~1 billion curated human images, designed for human-centric computer vision tasks including pose estimation, body-part segmentation, surface normal estimation, and pointmap estimation. The models scale from 0.4B to 5B parameters and train at native 1K resolution, with hierarchical 4K variants for extended spatial reasoning. Sapiens2 achieves substantial improvements over its predecessor with +4 mAP in pose estimation, +24.3 mIoU in body-part segmentation, and 45.6% error reduction in normal estimation.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/sapiens2\"\u003eDocumentation\u003c/a\u003e | \u003ca href=\"https://huggingface.co/papers/2604.21681\"\u003ePaper\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e) by \u003ca href=\"https://github.com/guarin\"\u003e\u003ccode\u003e@​guarin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45919\"\u003e#45919\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDeepSeek-OCR-2\u003c/h3\u003e\n\u003cp\u003eDeepSeek-OCR-2 is an OCR-specialized vision-language model built on a distinctive architecture that combines a SAM ViT-B vision encoder with a Qwen2 hybrid attention encoder, connected through an MLP projector to a DeepSeek-V2 Mixture-of-Experts (MoE) language model. The model features a hybrid attention mechanism that applies bidirectional attention over image tokens and causal attention over query tokens, enabling efficient and accurate document understanding. It supports both plain OCR tasks and grounding capabilities with coordinate-aware output for document conversion to markdown format.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/deepseek_ocr2\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Deepseek-OCR-2 model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45075\"\u003e#45075\u003c/a\u003e) by \u003ca href=\"https://github.com/thisisiron\"\u003e\u003ccode\u003e@​thisisiron\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45075\"\u003e#45075\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMellum\u003c/h3\u003e\n\u003cp\u003eMellum is a code-focused Mixture-of-Experts language model developed by JetBrains. It is derived from the Qwen3-MoE architecture with per-layer-type RoPE and interleaved sliding window attention. The model has 12B total parameters with 2.5B active parameters per token, using 64 routed experts with 8 activated per token across 28 layers.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/mellum\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003efeat: Add support for JetBrains' \u003ccode\u003eMellum\u003c/code\u003e v2 code generation model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46112\"\u003e#46112\u003c/a\u003e) by \u003ca href=\"https://github.com/shadeMe\"\u003e\u003ccode\u003e@​shadeMe\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/46112\"\u003e#46112\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0dad7b822255a0ae261ec45ae937371e859ffd1a\"\u003e\u003ccode\u003e0dad7b8\u003c/code\u003e\u003c/a\u003e v5.10.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/8a4ffee847b90a732a1febefeca5180fffd5596f\"\u003e\u003ccode\u003e8a4ffee\u003c/code\u003e\u003c/a\u003e Fix conversion for clip models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/90c3ae54d448d4906b6167317ea5a7f5d48a232d\"\u003e\u003ccode\u003e90c3ae5\u003c/code\u003e\u003c/a\u003e Patch because we had to yank 5.10 because the release branch was not up to date\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0bd94b37db639d8f29a094dce2fde06f86af8968\"\u003e\u003ccode\u003e0bd94b3\u003c/code\u003e\u003c/a\u003e v5.10.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1423d22f7a3b62e8c70ad67b58ec25cd9b675897\"\u003e\u003ccode\u003e1423d22\u003c/code\u003e\u003c/a\u003e who needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50eb20a24f9dd512e6770072f422e4b86ca3cd98\"\u003e\u003ccode\u003e50eb20a\u003c/code\u003e\u003c/a\u003e Fix dsv4 dequant + tp/ep (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46378\"\u003e#46378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/74464e8c49c91b574c30cc3cb3c5a44000237299\"\u003e\u003ccode\u003e74464e8\u003c/code\u003e\u003c/a\u003e Fix wrong changes produced by style/repo. check bot (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46371\"\u003e#46371\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1b8ec344fb6c277235fc76c37e7a5c156a1f0ddc\"\u003e\u003ccode\u003e1b8ec34\u003c/code\u003e\u003c/a\u003e Fix path traversal when saving Bark voice preset embeddings (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46237\"\u003e#46237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e820678256f22e7647e39e8b7ed040fa81b7b872\"\u003e\u003ccode\u003ee820678\u003c/code\u003e\u003c/a\u003e Add Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/595721c44cb14db37fa504903e2edd5e9f0eba43\"\u003e\u003ccode\u003e595721c\u003c/code\u003e\u003c/a\u003e Pass library_name/version to Hub calls via a shared HfApi (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46318\"\u003e#46318\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.7.0...v5.10.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sentence-transformers` from 5.4.1 to 5.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/sentence-transformers/releases\"\u003esentence-transformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev5.5.1 - Small Multimodal patch\u003c/h2\u003e\n\u003cp\u003eThis patch release fixes a small quirk with multimodal inference when using single-key multimodal inputs like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Training + Inference\r\npip install sentence-transformers[train]==5.5.1\r\n\u003ch1\u003eInference only, use one of:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers==5.5.1\npip install sentence-transformers[onnx-gpu]==5.5.1\npip install sentence-transformers[onnx]==5.5.1\npip install sentence-transformers[openvino]==5.5.1\u003c/p\u003e\n\u003ch1\u003eMultimodal dependencies (optional):\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[image]==5.5.1\npip install sentence-transformers[audio]==5.5.1\npip install sentence-transformers[video]==5.5.1\u003c/p\u003e\n\u003ch1\u003eOr combine as needed:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[train,onnx,image]==5.5.1\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003ch2\u003eBug fixed\u003c/h2\u003e\n\u003cp\u003ePreviously, inference like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e or \u003ccode\u003emodel.encode([{\u0026quot;image\u0026quot;: ...}, ...])\u003c/code\u003e would be inferred as the \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e modality, which differed from the inferred modality of \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e for just \u003ccode\u003emodel.encode(my_image)\u003c/code\u003e or \u003ccode\u003emodel.encode([my_image, my_image_2, ...])\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eThis results in confusing errors if the model doesn't have a \u003ccode\u003emodality_config\u003c/code\u003e mapping for \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e in addition to \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, so now a single-key multimodal dict is collapsed to the bare modality (just \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e in this example).\u003c/p\u003e\n\u003cp\u003eThis affected this code:\u003c/p\u003e\n\u003cpre lang=\"python\"\u003e\u003ccode\u003e\r\nfrom sentence_transformers import SentenceTransformer\r\n\u003cp\u003emodel = SentenceTransformer('BAAI/BGE-VL-base', trust_remote_code=True)\nembedding = model.encode({\u0026quot;image\u0026quot;: \u0026quot;\u003ca href=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;%7D\"\u003ehttps://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;}\u003c/a\u003e)\nprint(embedding.shape)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eWhich previously failed as the model only implements a path for \u003ccode\u003e\u0026quot;text\u0026quot;\u003c/code\u003e, \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, and \u003ccode\u003e(\u0026quot;image\u0026quot;, \u0026quot;text\u0026quot;)\u003c/code\u003e.\u003c/p\u003e\n\u003ch2\u003eAll Changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[fix] Collapse single-key multimodal dicts to bare modality by \u003ca href=\"https://github.com/tomaarsen\"\u003e\u003ccode\u003e@​tomaarsen\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\"\u003ehttps://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev5.5.0 - Training Agent Skill, EmbedDistillLoss, and ADRMSELoss\u003c/h2\u003e\n\u003cp\u003eThis release ships the \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill, adds two new training losses, and brings a long list of robustness and correctness fixes.\u003c/p\u003e\n\u003cp\u003eThe new \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill lets AI coding agents (Claude Code, Codex, Cursor, Gemini CLI, ...) drive end-to-end training and fine-tuning across all three model types. \u003ccode\u003eEmbedDistillLoss\u003c/code\u003e is a new embedding-level knowledge distillation loss for \u003ccode\u003eSentenceTransformer\u003c/code\u003e: it aligns a student model's embeddings with pre-computed teacher embeddings, an alternative to the score-based distillation provided by \u003ccode\u003eMarginMSELoss\u003c/code\u003e and \u003ccode\u003eDistillKLDivLoss\u003c/code\u003e. \u003ccode\u003eADRMSELoss\u003c/code\u003e is a new listwise learning-to-rank loss for \u003ccode\u003eCrossEncoder\u003c/code\u003e from the Rank-DistiLLM paper. \u003ccode\u003eencode()\u003c/code\u003e and \u003ccode\u003epredict()\u003c/code\u003e also gain a per-call \u003ccode\u003eprocessing_kwargs\u003c/code\u003e override, and more.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/ce3ec6d87f25b2d1cccb0a20f8fd495dad5c30fb\"\u003e\u003ccode\u003ece3ec6d\u003c/code\u003e\u003c/a\u003e Release v5.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/610a7c5ccfdfccc19933900feba0206f2e76bf59\"\u003e\u003ccode\u003e610a7c5\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003efix\u003c/code\u003e] Collapse single-key multimodal dicts to bare modality (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/f9f3269c7bd548555b7273a5378d52eeaa5d6286\"\u003e\u003ccode\u003ef9f3269\u003c/code\u003e\u003c/a\u003e Merge branch 'main' into v5.5-release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/02dc21d77dfd22b5816fb5398877253100b89b43\"\u003e\u003ccode\u003e02dc21d\u003c/code\u003e\u003c/a\u003e Update index tip for v5.5.0 (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3774\"\u003e#3774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/833828b3dae0cf9e6943ae01b9c9645f883daf3b\"\u003e\u003ccode\u003e833828b\u003c/code\u003e\u003c/a\u003e Release v5.5.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/98ac358861359fd275824732e5f658b2f4ca6c78\"\u003e\u003ccode\u003e98ac358\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Load models in float32 in the training examples \u0026amp; docs (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3773\"\u003e#3773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/d8ee0410ba140f41aa2ac0735a97e1d690dd2df5\"\u003e\u003ccode\u003ed8ee041\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use modality-neutral terms (input, document) in loss docs \u0026amp; docstrin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/4c6850e444e5bcedfb026e9d674ae18c19ab5233\"\u003e\u003ccode\u003e4c6850e\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eexamples\u003c/code\u003e] Avoid LoggingHandler, silence httpx in examples (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3771\"\u003e#3771\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/1418823d250763751ea95212dfb9ecaa919f5e92\"\u003e\u003ccode\u003e1418823\u003c/code\u003e\u003c/a\u003e docs: fix grammar in parallel-sentence-mining README (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3769\"\u003e#3769\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/22a383d3644cfaa40038adb0b70a9320f7f73d36\"\u003e\u003ccode\u003e22a383d\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use direct class imports in examples \u0026amp; docs (drop `losses.MSELoss(.....\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.4.1...v5.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `openai` from 2.32.0 to 2.41.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/releases\"\u003eopenai's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.41.0\u003c/h2\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.40.0\u003c/h2\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.39.0\u003c/h2\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.38.0\u003c/h2\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.37.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/blob/main/CHANGELOG.md\"\u003eopenai's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.37.0 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.36.0...v2.37.0\"\u003ev2.36.0...v2.37.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2d955a1ac69df0288b8072bbcd25905639e9b2ed\"\u003e\u003ccode\u003e2d955a1\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3359\"\u003e#3359\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/519cd027919fa5b73bd8fe237e80c7a01b3e0b2f\"\u003e\u003ccode\u003e519cd02\u003c/code\u003e\u003c/a\u003e release: 2.41.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e\u003ccode\u003e87e46c2\u003c/code\u003e\u003c/a\u003e feat(api): responses.moderation and chat_completions.moderation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a28a3f6aa34f5ac6fcc2fafeb50112f2140c45ae\"\u003e\u003ccode\u003ea28a3f6\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3352\"\u003e#3352\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/db6ccafa7b74b72caefbda6fb63bd5c904521770\"\u003e\u003ccode\u003edb6ccaf\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2264f700dad91e4f570eb7c0a6f10bbd22d34520\"\u003e\u003ccode\u003e2264f70\u003c/code\u003e\u003c/a\u003e release: 2.40.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e\u003ccode\u003e4d5bfde\u003c/code\u003e\u003c/a\u003e fix(api): allow setting bedrock api keys on the client directly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/ccef1436d9f52b5014597047e450eef543a87540\"\u003e\u003ccode\u003eccef143\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3326\"\u003e#3326\u003c/a\u003e from openai/codex/bedrock-responses-review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a50ff0a19084306a09012ff85f730ea2c129eef9\"\u003e\u003ccode\u003ea50ff0a\u003c/code\u003e\u003c/a\u003e Fix Bedrock with_options overrides\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/fdf4901e301fa01b368ede0b5b407dca42f07acc\"\u003e\u003ccode\u003efdf4901\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/openai/openai-python/compare/v2.32.0...v2.41.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anthropic` from 0.96.0 to 0.107.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/releases\"\u003eanthropic's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.107.0\u003c/h2\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.106.0\u003c/h2\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.105.2\u003c/h2\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev0.105.1\u003c/h2\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e use Trusted Publishing for PyPI releases (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1d04fc52d2dd1f88e22808de2c53b0d66913631f\"\u003e1d04fc5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md\"\u003eanthropic's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e use Trusted Publishing for PyPI releases (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1d04fc52d2dd1f88e22808de2c53b0d66913631f\"\u003e1d04fc5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.0 (2026-05-28)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.104.1...v0.105.0\"\u003ev0.104.1...v0.105.0\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/4ceca722bedbd923671365f1a36f86d09fbec657\"\u003e\u003ccode\u003e4ceca72\u003c/code\u003e\u003c/a\u003e release: 0.107.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3a6f9d9c217bdb504ddd229618149ab7e8033ad3\"\u003e\u003ccode\u003e3a6f9d9\u003c/code\u003e\u003c/a\u003e feat(api): small updates to Managed Agents types\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/6a70c9f72b16b04348564c5b92961a82ebe4b7da\"\u003e\u003ccode\u003e6a70c9f\u003c/code\u003e\u003c/a\u003e release: 0.106.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/8fa41c8acf6885fd8b7a0a67f705bbb9d3058672\"\u003e\u003ccode\u003e8fa41c8\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1f553254640b45aecef37df0000da68dc2bcb9c5\"\u003e\u003ccode\u003e1f55325\u003c/code\u003e\u003c/a\u003e Don't leak ANTHROPIC_API_KEY to the Foundry endpoint (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/18\"\u003e#18\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a94498c6aa3dd4e237ed72dacdd26336bbd7d9fc\"\u003e\u003ccode\u003ea94498c\u003c/code\u003e\u003c/a\u003e fix(client): make Foundry client copy() and with_options() work\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/907d849f8dfec50dfeda06b5cdde0ee268f9b7f9\"\u003e\u003ccode\u003e907d849\u003c/code\u003e\u003c/a\u003e chore(internal): fix artifact url\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/9676a5d0d40162a385001f60aa136f97b2718309\"\u003e\u003ccode\u003e9676a5d\u003c/code\u003e\u003c/a\u003e docs: point security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80c95b8cc47e2e0600be68dda707b3a7231929c8\"\u003e\u003ccode\u003e80c95b8\u003c/code\u003e\u003c/a\u003e chore(internal): fix branch names\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/e5584f948a8692b0fb205248324eb89f269b9b5a\"\u003e\u003ccode\u003ee5584f9\u003c/code\u003e\u003c/a\u003e chore(internal): update private repo name\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.96.0...v0.107.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langchain-core` from 1.4.0 to 1.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langchain/releases\"\u003elangchain-core's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003elangchain-core==1.4.1\u003c/h2\u003e\n\u003cp\u003eChanges since langchain-core==1.4.0\u003c/p\u003e\n\u003cp\u003erelease(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\nfix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\ndocs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\nrelease(anthropic): 1.4.4 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37757\"\u003e#37757\u003c/a\u003e)\nchore(core): bump \u003ccode\u003euuid-utils\u003c/code\u003e to 0.16.0 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37699\"\u003e#37699\u003c/a\u003e)\nchore(infra): bump \u003ccode\u003elangchain-tests\u003c/code\u003e floor to 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37610\"\u003e#37610\u003c/a\u003e)\nrelease(standard-tests): 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37609\"\u003e#37609\u003c/a\u003e)\nchore: bump idna from 3.11 to 3.15 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37539\"\u003e#37539\u003c/a\u003e)\nci(infra): harden Dependabot version-bound preservation (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37510\"\u003e#37510\u003c/a\u003e)\nhotfix: bump lockfiles (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37508\"\u003e#37508\u003c/a\u003e)\ndocs(core): note override for \u003ccode\u003e_get_ls_params\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37503\"\u003e#37503\u003c/a\u003e)\nchore(core,langchain,openai): refresh stale OpenAI model references (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37487\"\u003e#37487\u003c/a\u003e)\nchore: bump langsmith from 0.7.31 to 0.8.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37395\"\u003e#37395\u003c/a\u003e)\nfix(core): accept \u003ccode\u003eSerializable\u003c/code\u003e constructor-envelope wire shape in \u003ccode\u003e_convert_to_message\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37456\"\u003e#37456\u003c/a\u003e)\nfix(core): preserve chunk \u003ccode\u003eadditional_kwargs\u003c/code\u003e across v3 stream assembly (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37435\"\u003e#37435\u003c/a\u003e)\nfix(core): preserve reasoning blocks alongside tool_call in v3 stream (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37434\"\u003e#37434\u003c/a\u003e)\nchore: bump jupyter-server from 2.17.0 to 2.18.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37354\"\u003e#37354\u003c/a\u003e)\nchore: bump mistune from 3.1.4 to 3.2.1 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37353\"\u003e#37353\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/a401351e12b9a3e1670314adf2f7bbcf8811903c\"\u003e\u003ccode\u003ea401351\u003c/code\u003e\u003c/a\u003e release(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/053c368ba438ca077f1348147fadc5dad16d6898\"\u003e\u003ccode\u003e053c368\u003c/code\u003e\u003c/a\u003e fix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/0993edba86014788827144c175499755ec5b9f55\"\u003e\u003ccode\u003e0993edb\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37916\"\u003e#37916\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/6f7c8f54454ae45b07ca274cbfbb0afb8cef9041\"\u003e\u003ccode\u003e6f7c8f5\u003c/code\u003e\u003c/a\u003e chore: bump starlette from 0.49.1 to 1.0.1 in /libs/langchain (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37899\"\u003e#37899\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/586bcd46a17be1eafc61127460d766b2a0611db3\"\u003e\u003ccode\u003e586bcd4\u003c/code\u003e\u003c/a\u003e docs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/9eab5237ccf7878648b2d33108a7f7e15331c452\"\u003e\u003ccode\u003e9eab523\u003c/code\u003e\u003c/a\u003e chore: bump requests from 2.34.0 to 2.34.2 in /libs/partners/xai (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37903\"\u003e#37903\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/be2e8f70bc472354f23e9f62519427dd2de7d332\"\u003e\u003ccode\u003ebe2e8f7\u003c/code\u003e\u003c/a\u003e ci(infra): add \u003ccode\u003eexclude\u003c/code\u003e input to skip libs in scheduled integration tests (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/3b999176c84c1236e1f6fbaa5194782360e82264\"\u003e\u003ccode\u003e3b99917\u003c/code\u003e\u003c/a\u003e test(langchain,partners): disable pytest-benchmark under xdist to silence `Py...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/34af59c1a69c403d7b34d0bbd9ceffd287e3b0ed\"\u003e\u003ccode\u003e34af59c\u003c/code\u003e\u003c/a\u003e fix(partners): cap aiohttp below 3.14 for vcrpy compat (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37898\"\u003e#37898\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/414d7b8e94fca5102e87a1f7a6c70e32622a85b9\"\u003e\u003ccode\u003e414d7b8\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37895\"\u003e#37895\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/langchain-ai/langchain/compare/langchain-core==1.4.0...langchain-core==1.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langsmith` from 0.8.4 to 0.8.9\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langsmith-sdk/releases\"\u003elangsmith's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.9\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003efeat(sandbox): add JS Dockerfile snapshots by \u003ca href=\"https://github.com/langchain-infra\"\u003e\u003ccode\u003e@​langchain-infra\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2951\"\u003elangchain-ai/langsmith-sdk#2951\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the js-minor-and-patch group across 1 directory with 11 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2931\"\u003elangchain-ai/langsmith-sdk#2931\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump websockets from 15.0.1 to 16.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2811\"\u003elangchain-ai/langsmith-sdk#2811\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): update myst-parser requirement from \u0026gt;=3 to \u0026gt;=4.0.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2841\"\u003elangchain-ai/langsmith-sdk#2841\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump the py-minor-and-patch group across 1 directory with 19 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2934\"\u003elangchain-ai/langsmith-sdk#2934\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump typescript from 5.9.3 to 6.0.3 in /js by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2839\"\u003elangchain-ai/langsmith-sdk#2839\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump google-adk from 1.10.0 to 2.1.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2960\"\u003elangchain-ai/langsmith-sdk#2960\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump wrapt from 1.17.3 to 2.2.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2961\"\u003elangchain-ai/langsmith-sdk#2961\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the py-minor-and-patch group in /python with 6 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2958\"\u003elangchain-ai/langsmith-sdk#2958\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump types-tqdm from 4.67.3.20260408 to 4.67.3.20260518 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2959\"\u003elangchain-ai/langsmith-sdk#2959\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: add minimum workflow permissions by \u003ca href=\"https://github.com/jkennedyvz\"\u003e\u003ccode\u003e@​jkennedyvz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2967\"\u003elangchain-ai/langsmith-sdk#2967\u003c...\n\n_Description has been truncated_","html_url":"https://github.com/anulum/director-ai/pull/77","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/anulum%2Fdirector-ai/issues/77","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/77/packages"},{"uuid":"4602973426","node_id":"PR_kwDOQFNPF87jaJAV","number":44,"state":"open","title":"deps(pip/ml-classifier)(deps): bump scikit-learn from 1.6.1 to 1.9.0 in /cmd/ml-classifier","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":["MAMUER"],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-06T10:34:27.000Z","updated_at":"2026-06-06T10:34:28.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(pip/ml-classifier)(deps)","packages":[{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/cmd/ml-classifier","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.6.1 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eRelease 1.8.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.8.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.8.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.8.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14 and features support of free-threaded CPython.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.7.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.7.2 release.\u003c/p\u003e\n\u003cp\u003eThis release contains a few bug fixes and is the first version supporting Python 3.14.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\u0026lt;/tr\u0026gt;\u0026lt;/table\u0026gt; \n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.6.1...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.6.1\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/MAMUER/Project/pull/44","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/MAMUER%2FProject/issues/44","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/44/packages"},{"uuid":"4602160557","node_id":"PR_kwDOSskMEM7jXnPY","number":18,"state":"open","title":"pip: bump scikit-learn from 1.7.2 to 1.9.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-06T05:52:51.000Z","updated_at":"2026-06-06T05:52:58.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"pip","packages":[{"name":"scikit-learn","old_version":"1.7.2","new_version":"1.9.0","repository_url":null}],"path":null,"ecosystem":"pip"},"body":null,"html_url":"https://github.com/Lingyu-Kong/UMA-Elec/pull/18","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lingyu-Kong%2FUMA-Elec/issues/18","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/18/packages"},{"uuid":"4592342067","node_id":"PR_kwDOSovjac7i3Uw4","number":7,"state":"open","title":"chore(deps): bump the pip group across 1 directory with 7 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-04T21:36:52.000Z","updated_at":"2026-06-04T21:37:37.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"pip","update_count":7,"packages":[{"name":"python-multipart","old_version":"0.0.6","new_version":"0.0.27","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"pillow","old_version":"10.2.0","new_version":"12.2.0","repository_url":"https://github.com/python-pillow/Pillow"},{"name":"torch","old_version":"2.1.2","new_version":"2.8.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"4.36.2","new_version":"5.0.0rc3","repository_url":"https://github.com/huggingface/transformers"},{"name":"scikit-learn","old_version":"1.4.0","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"python-dotenv","old_version":"1.0.0","new_version":"1.2.2","repository_url":"https://github.com/theskumar/python-dotenv"},{"name":"pytest","old_version":"8.0.0","new_version":"9.0.3","repository_url":"https://github.com/pytest-dev/pytest"}],"path":null,"ecosystem":"pip"},"body":"Bumps the pip group with 7 updates in the /services/ai directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.6` | `0.0.27` |\n| [pillow](https://github.com/python-pillow/Pillow) | `10.2.0` | `12.2.0` |\n| [torch](https://github.com/pytorch/pytorch) | `2.1.2` | `2.8.0` |\n| [transformers](https://github.com/huggingface/transformers) | `4.36.2` | `5.0.0rc3` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.4.0` | `1.5.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.0.0` | `1.2.2` |\n| [pytest](https://github.com/pytest-dev/pytest) | `8.0.0` | `9.0.3` |\n\n\nUpdates `python-multipart` from 0.0.6 to 0.0.27\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/releases\"\u003epython-multipart's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.0.27\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePass parse offsets via constructors by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003eKludex/python-multipart#268\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd multipart header limits by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003eKludex/python-multipart#267\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.26\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before first multipart boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003eKludex/python-multipart#262\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003eKludex/python-multipart#259\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.25...0.0.26\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.25...0.0.26\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.25\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eApply Apache-2.0 properly by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003eKludex/python-multipart#247\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003eKludex/python-multipart#252\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize by \u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003eKludex/python-multipart#230\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003eKludex/python-multipart#254\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove custom FormParser classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003eKludex/python-multipart#257\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003eKludex/python-multipart#258\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd MIME content type info to File by \u003ca href=\"https://github.com/jhnstrk\"\u003e\u003ccode\u003e@​jhnstrk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003eKludex/python-multipart#143\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.24...0.0.25\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.24...0.0.25\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.24\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003eKludex/python-multipart#244\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.23...0.0.24\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.23...0.0.24\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.23\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemove unused \u003ccode\u003etrust_x_headers\u003c/code\u003e parameter and \u003ccode\u003eX-File-Name\u003c/code\u003e fallback by \u003ca href=\"https://github.com/jhnstrk\"\u003e\u003ccode\u003e@​jhnstrk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/196\"\u003eKludex/python-multipart#196\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReturn processed length from \u003ccode\u003eQuerystringParser._internal_write\u003c/code\u003e by \u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003eKludex/python-multipart#229\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCleanup metadata dunders from \u003ccode\u003e__init__.py\u003c/code\u003e by \u003ca href=\"https://github.com/Chesars\"\u003e\u003ccode\u003e@​Chesars\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003eKludex/python-multipart#227\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Chesars\"\u003e\u003ccode\u003e@​Chesars\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003eKludex/python-multipart#227\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003eKludex/python-multipart#229\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.22...0.0.23\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.22...0.0.23\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.22\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md\"\u003epython-multipart's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.27 (2026-04-27)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd multipart header limits \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003e#267\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003ePass parse offsets via constructors \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003e#268\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.26 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before the first multipart boundary more efficiently \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003e#262\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing multipart boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003e#259\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.25 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd MIME content type info to \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003e#143\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003e#258\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eRemove custom \u003ccode\u003eFormParser\u003c/code\u003e classes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003e#257\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003e#254\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003e#230\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003e#252\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eApply Apache-2.0 properly \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003e#247\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.24 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003e#244\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.23 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemove unused \u003ccode\u003etrust_x_headers\u003c/code\u003e parameter and \u003ccode\u003eX-File-Name\u003c/code\u003e fallback \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/196\"\u003e#196\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eReturn processed length from \u003ccode\u003eQuerystringParser._internal_write\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003e#229\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eCleanup metadata dunders from \u003ccode\u003e__init__.py\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003e#227\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.22 (2026-01-25)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDrop directory path from filename in \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://github.com/Kludex/python-multipart/commit/9433f4bbc9652bdde82bbe380984e32f8cfc89c4\"\u003e9433f4b\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.21 (2025-12-17)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8 and 3.9 \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/216\"\u003e#216\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.20 (2024-12-16)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle messages containing only end boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/142\"\u003e#142\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.19 (2024-11-30)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDon't warn when CRLF is found after last boundary on \u003ccode\u003eMultipartParser\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/193\"\u003e#193\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.18 (2024-11-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHard break if found data after last boundary on \u003ccode\u003eMultipartParser\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/189\"\u003e#189\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6d1d6892a6b01b25da6f3e7b097e8e06c57fb250\"\u003e\u003ccode\u003e6d1d689\u003c/code\u003e\u003c/a\u003e Version 0.0.27 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/272\"\u003e#272\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/0b10220b1555af068a2bc8b198022b1ae238200f\"\u003e\u003ccode\u003e0b10220\u003c/code\u003e\u003c/a\u003e Run CI on main branch pull requests (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/271\"\u003e#271\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/3e64f5f8caba0e5d391b0c1ad0f1c2edf9e8f911\"\u003e\u003ccode\u003e3e64f5f\u003c/code\u003e\u003c/a\u003e Add multipart header limits (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/267\"\u003e#267\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/eb109cc4eb8174f2a7efc1ba894b1bf6425c0b14\"\u003e\u003ccode\u003eeb109cc\u003c/code\u003e\u003c/a\u003e Pass parse offsets via constructors (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/268\"\u003e#268\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/78e29abb9a339598975beee093a770ec3033f76d\"\u003e\u003ccode\u003e78e29ab\u003c/code\u003e\u003c/a\u003e Bump pytest from 9.0.2 to 9.0.3 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/266\"\u003e#266\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/b2ddd0982bdf0fe852e4f3baa12122d2827af46c\"\u003e\u003ccode\u003eb2ddd09\u003c/code\u003e\u003c/a\u003e fuzz: Enhance fuzzing capabilities with new chunked and boundary tests (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/264\"\u003e#264\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/28f47859b4a40c2e11e02dc514b2e9743ceedd2e\"\u003e\u003ccode\u003e28f4785\u003c/code\u003e\u003c/a\u003e Version 0.0.26 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/263\"\u003e#263\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/d4452a78bbde94995dd3c0d1b4aff3610a5c472f\"\u003e\u003ccode\u003ed4452a7\u003c/code\u003e\u003c/a\u003e Silently discard epilogue data after the closing boundary (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/259\"\u003e#259\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6a7b76dd2653d99d8e5981d7ff09a4a047750b37\"\u003e\u003ccode\u003e6a7b76d\u003c/code\u003e\u003c/a\u003e Skip preamble before first multipart boundary (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/262\"\u003e#262\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/4addb60350fc843f77a1502f14247db91930b3bf\"\u003e\u003ccode\u003e4addb60\u003c/code\u003e\u003c/a\u003e Version 0.0.25 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.6...0.0.27\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pillow` from 10.2.0 to 12.2.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-pillow/Pillow/releases\"\u003epillow's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e12.2.0\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://pillow.readthedocs.io/en/stable/releasenotes/12.2.0.html\"\u003ehttps://pillow.readthedocs.io/en/stable/releasenotes/12.2.0.html\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eDocumentation\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate 12.2.0 release notes \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9522\"\u003e#9522\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd loader plugins: AMOS abk, Atari Degas, 40+ more obscure formats via Netpbm \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9482\"\u003e#9482\u003c/a\u003e [\u003ca href=\"https://github.com/bitplane\"\u003e\u003ccode\u003e@​bitplane\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Python versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9515\"\u003e#9515\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eJeffrey A. Clark -\u0026gt; Jeffrey 'Alex' Clark \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9513\"\u003e#9513\u003c/a\u003e [\u003ca href=\"https://github.com/aclark4life\"\u003e\u003ccode\u003e@​aclark4life\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd release notes for \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9394\"\u003e#9394\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9419\"\u003e#9419\u003c/a\u003e and \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9456\"\u003e#9456\u003c/a\u003e \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9467\"\u003e#9467\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd Amiga Workbench .info loader to 3rd party plugins list \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9459\"\u003e#9459\u003c/a\u003e [\u003ca href=\"https://github.com/bitplane\"\u003e\u003ccode\u003e@​bitplane\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eMerge PFM documentation into PPM \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9434\"\u003e#9434\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate macOS tested Pillow versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9431\"\u003e#9431\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eFix CVE number \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9430\"\u003e#9430\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eDependencies\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate xz to 5.8.3 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9523\"\u003e#9523\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libjpeg-turbo to 3.1.4.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9507\"\u003e#9507\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libpng to 1.6.56 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9499\"\u003e#9499\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate freetype to 2.14.3 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9485\"\u003e#9485\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated libavif to 1.4.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9479\"\u003e#9479\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated harfbuzz to 13.2.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9461\"\u003e#9461\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Ghostscript to 10.7.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9469\"\u003e#9469\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate harfbuzz to 13.0.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9453\"\u003e#9453\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libavif to 1.4.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9460\"\u003e#9460\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate freetype to 2.14.2 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9449\"\u003e#9449\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate actions/download-artifact action to v8 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9451\"\u003e#9451\u003c/a\u003e [@\u003ca href=\"https://github.com/apps/renovate\"\u003erenovate[bot]\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated libpng to 1.6.55 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9425\"\u003e#9425\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eTesting\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eCleanup .spider extension in the same test where it is added \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9517\"\u003e#9517\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eRun tests in parallel via tox for 3.5x speedup \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9516\"\u003e#9516\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eEnable colour in CI logs \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9486\"\u003e#9486\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Ghostscript to 10.7.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9469\"\u003e#9469\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eSimplify TGA test code \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9477\"\u003e#9477\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate tests to check for ValueError when encoding an empty image \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9464\"\u003e#9464\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpgrade CI from \u003ccode\u003emacos-15-intel\u003c/code\u003e to \u003ccode\u003emacos-26-intel\u003c/code\u003e \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9454\"\u003e#9454\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd check-case-conflict hook \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9446\"\u003e#9446\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eSpecify platform when pulling docker image \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9440\"\u003e#9440\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eGHA: Cache libavif and webp builds for Ubuntu \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9437\"\u003e#9437\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate macOS tested Pillow versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9431\"\u003e#9431\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eOther changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eCheck calloc return value \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9527\"\u003e#9527\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eCheck all allocs in the Arrow tree \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9488\"\u003e#9488\u003c/a\u003e [\u003ca href=\"https://github.com/wiredfool\"\u003e\u003ccode\u003e@​wiredfool\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eReject non-numeric elements inside list coords \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9526\"\u003e#9526\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eMove variable declaration inside define \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9525\"\u003e#9525\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst\"\u003epillow's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eChangelog (Pillow)\u003c/h1\u003e\n\u003ch2\u003e11.1.0 and newer\u003c/h2\u003e\n\u003cp\u003eSee GitHub Releases:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/releases\"\u003ehttps://github.com/python-pillow/Pillow/releases\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e11.0.0 (2024-10-15)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eUpdate licence to MIT-CMU \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8460\"\u003e#8460\u003c/a\u003e\n[hugovk]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eConditionally define ImageCms type hint to avoid requiring core \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8197\"\u003e#8197\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport writing LONG8 offsets in AppendingTiffWriter \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8417\"\u003e#8417\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse ImageFile.MAXBLOCK when saving TIFF images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8461\"\u003e#8461\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eDo not close provided file handles with libtiff when saving \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8458\"\u003e#8458\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport ImageFilter.BuiltinFilter for I;16* images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8438\"\u003e#8438\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse ImagingCore.ptr instead of ImagingCore.id \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8341\"\u003e#8341\u003c/a\u003e\n[homm, radarhere, hugovk]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated EPS mode when opening images without transparency \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8281\"\u003e#8281\u003c/a\u003e\n[Yay295, radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse transparency when combining P frames from APNGs \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8443\"\u003e#8443\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport all resampling filters when resizing I;16* images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8422\"\u003e#8422\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFree memory on early return \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8413\"\u003e#8413\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCast int before potentially exceeding INT_MAX \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8402\"\u003e#8402\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/3c41c095064200a02672d89cc5ff629eaf4b0d4f\"\u003e\u003ccode\u003e3c41c09\u003c/code\u003e\u003c/a\u003e 12.2.0 version bump\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/cdaa29eb520291c4f1fb50fb71ae46502d41e460\"\u003e\u003ccode\u003ecdaa29e\u003c/code\u003e\u003c/a\u003e Check calloc return value (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9527\"\u003e#9527\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/585b2f5a780722c8a5bfffb3a40f7f42e8a205be\"\u003e\u003ccode\u003e585b2f5\u003c/code\u003e\u003c/a\u003e Check calloc return value\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/ecf011ea15991d4cebacd946e58270cc30b0f2c1\"\u003e\u003ccode\u003eecf011e\u003c/code\u003e\u003c/a\u003e Check all allocs in the Arrow tree (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9488\"\u003e#9488\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/cf6de8ca9b23e714aa5310e1c791eda66fc0b670\"\u003e\u003ccode\u003ecf6de8c\u003c/code\u003e\u003c/a\u003e Reject non-numeric elements inside list coords (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9526\"\u003e#9526\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/ffdcede6516b28d9667c92929854023d17048b64\"\u003e\u003ccode\u003effdcede\u003c/code\u003e\u003c/a\u003e Update 12.2.0 release notes (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9522\"\u003e#9522\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/7929d7760fe5a307ba5ae6eabdf70ae4486b147c\"\u003e\u003ccode\u003e7929d77\u003c/code\u003e\u003c/a\u003e Added security release notes (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/149\"\u003e#149\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/c4f7aa5dfb4dbd1242978ac235e01b9934ec6d3c\"\u003e\u003ccode\u003ec4f7aa5\u003c/code\u003e\u003c/a\u003e Added security release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/22cdb5f2e4b15250c06563b1124ac1667342712f\"\u003e\u003ccode\u003e22cdb5f\u003c/code\u003e\u003c/a\u003e Move variable declaration inside define (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9525\"\u003e#9525\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/fc15b3b01899408ec989d7804c5283e13802d057\"\u003e\u003ccode\u003efc15b3b\u003c/code\u003e\u003c/a\u003e Resize tall images vertically first (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9524\"\u003e#9524\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-pillow/Pillow/compare/10.2.0...12.2.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.1.2 to 2.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.8.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/ba56102387ef21a3b04b357e5b183d48f0afefc7\"\u003e\u003ccode\u003eba56102\u003c/code\u003e\u003c/a\u003e Cherrypick: Add the RunLLM widget to the website (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/159592\"\u003e#159592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/c525a02c89217181b5731d8043c7309a84e84066\"\u003e\u003ccode\u003ec525a02\u003c/code\u003e\u003c/a\u003e [dynamo, docs] cherry pick torch.compile programming model docs into 2.8 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/15\"\u003e#15\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/a1cb3cc05d46d198467bebbb6e8fba50a325d4e7\"\u003e\u003ccode\u003ea1cb3cc\u003c/code\u003e\u003c/a\u003e [Release Only] Remove nvshmem from list of preload libraries (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158925\"\u003e#158925\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/c76b2356bc31654de2af0c98cce1bef291f06f89\"\u003e\u003ccode\u003ec76b235\u003c/code\u003e\u003c/a\u003e Move out super large one off foreach_copy test (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158880\"\u003e#158880\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/20a0e225a01d4ebbffd44a6a59acff628359c772\"\u003e\u003ccode\u003e20a0e22\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Dynamo] Allow inlining into AO quantization modules (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/152934\"\u003e#152934\u003c/a\u003e)\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158\"\u003e#158\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9167ac8c75481e2beb3746aa37b7f48a213c631e\"\u003e\u003ccode\u003e9167ac8\u003c/code\u003e\u003c/a\u003e [MPS] Switch Cholesky  decomp to column wise (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158237\"\u003e#158237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5534685c62399db8d1e51b47e2dcbc17deaab230\"\u003e\u003ccode\u003e5534685\u003c/code\u003e\u003c/a\u003e [MPS] Reimplement \u003ccode\u003etri[ul]\u003c/code\u003e as Metal shaders (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158867\"\u003e#158867\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/d19e08d74b2a27e661bf57a9015014b757e8ea31\"\u003e\u003ccode\u003ed19e08d\u003c/code\u003e\u003c/a\u003e Cherry pick PR 158746 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158801\"\u003e#158801\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/a6c044ab9aa14f0864c6a572f7c023432511c5ea\"\u003e\u003ccode\u003ea6c044a\u003c/code\u003e\u003c/a\u003e [cherry-pick] Unify torch.tensor and torch.ops.aten.scalar_tensor behavior (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/620ebd0646252bbb22524f5c252ec7e9ab977bee\"\u003e\u003ccode\u003e620ebd0\u003c/code\u003e\u003c/a\u003e [Dynamo] Use proper sources for constructing dataclass defaults (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158689\"\u003e#158689\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.1.2...v2.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 4.36.2 to 5.0.0rc3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease candidate v5.0.0rc3\u003c/h1\u003e\n\u003ch2\u003eNew models:\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[GLM-4.7] GLM-Lite Supoort by \u003ca href=\"https://github.com/zRzRzRzRzRzRzR\"\u003e\u003ccode\u003e@​zRzRzRzRzRzRzR\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43031\"\u003ehuggingface/transformers#43031\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[GLM-Image] AR Model Support for GLM-Image by \u003ca href=\"https://github.com/zRzRzRzRzRzRzR\"\u003e\u003ccode\u003e@​zRzRzRzRzRzRzR\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43100\"\u003ehuggingface/transformers#43100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd LWDetr model by \u003ca href=\"https://github.com/sbucaille\"\u003e\u003ccode\u003e@​sbucaille\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40991\"\u003ehuggingface/transformers#40991\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd LightOnOCR model implementation by \u003ca href=\"https://github.com/baptiste-aubertin\"\u003e\u003ccode\u003e@​baptiste-aubertin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/41621\"\u003ehuggingface/transformers#41621\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cp\u003eWe are getting closer and closer to the official release!\nThis RC is focused on removing more of the deprecated stuff, fixing some minors issues, doc updates.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate Japanese README to match English version by \u003ca href=\"https://github.com/lilin-1\"\u003e\u003ccode\u003e@​lilin-1\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43069\"\u003ehuggingface/transformers#43069\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] Deploying by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42263\"\u003ehuggingface/transformers#42263\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] inference engines by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42932\"\u003ehuggingface/transformers#42932\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typos: Remove duplicate duplicate words words by \u003ca href=\"https://github.com/efeecllk\"\u003e\u003ccode\u003e@​efeecllk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43040\"\u003ehuggingface/transformers#43040\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[style] Rework ruff rules and update all files by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43144\"\u003ehuggingface/transformers#43144\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[CB] Minor fix in kwargs by \u003ca href=\"https://github.com/remi-or\"\u003e\u003ccode\u003e@​remi-or\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43147\"\u003ehuggingface/transformers#43147\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[Bug] qwen2_5_omni: cap generation length to be less than the max_position_embedding in DiT by \u003ca href=\"https://github.com/sniper35\"\u003e\u003ccode\u003e@​sniper35\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43068\"\u003ehuggingface/transformers#43068\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix some deprecated practices in torch 2.9 by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43167\"\u003ehuggingface/transformers#43167\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix Fuyu processor width dimension bug in \u003ccode\u003e_get_num_multimodal_tokens\u003c/code\u003e by \u003ca href=\"https://github.com/Abhinavexists\"\u003e\u003ccode\u003e@​Abhinavexists\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43137\"\u003ehuggingface/transformers#43137\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eInherit from PreTrainedTokenizerBase by \u003ca href=\"https://github.com/juliendenize\"\u003e\u003ccode\u003e@​juliendenize\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43143\"\u003ehuggingface/transformers#43143\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eGeneration config boolean defaults by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43000\"\u003ehuggingface/transformers#43000\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003eBartModelIntegrationTest\u003c/code\u003e by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43160\"\u003ehuggingface/transformers#43160\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix failure of llava/pixtral by \u003ca href=\"https://github.com/sywangyi\"\u003e\u003ccode\u003e@​sywangyi\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42985\"\u003ehuggingface/transformers#42985\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eGemmaTokenizer: remove redundant whitespace pre-tokenizer by \u003ca href=\"https://github.com/vaibhav-research\"\u003e\u003ccode\u003e@​vaibhav-research\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43106\"\u003ehuggingface/transformers#43106\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003eauto_doctring\u003c/code\u003e in Processors by \u003ca href=\"https://github.com/yonigozlan\"\u003e\u003ccode\u003e@​yonigozlan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42101\"\u003ehuggingface/transformers#42101\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003eBitModelIntegrationTest\u003c/code\u003e by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43164\"\u003ehuggingface/transformers#43164\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eFp8\u003c/code\u003e] Fix experts by \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43154\"\u003ehuggingface/transformers#43154\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eDocs: improve wording for documentation build instructions by \u003ca href=\"https://github.com/Sailnagale\"\u003e\u003ccode\u003e@​Sailnagale\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43007\"\u003ehuggingface/transformers#43007\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[makefile] Cleanup and improve the rules by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43171\"\u003ehuggingface/transformers#43171\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSome new models added stuff that was already removed by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43179\"\u003ehuggingface/transformers#43179\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFixes and compilation warning in torchao docs by \u003ca href=\"https://github.com/merveenoyan\"\u003e\u003ccode\u003e@​merveenoyan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42909\"\u003ehuggingface/transformers#42909\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[cache] Remove all deprecated classes by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43168\"\u003ehuggingface/transformers#43168\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBump huggingface_hub minimal version by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43188\"\u003ehuggingface/transformers#43188\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRework check_config_attributes.py by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43191\"\u003ehuggingface/transformers#43191\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix generation config validation by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43175\"\u003ehuggingface/transformers#43175\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[style] Use 'x | y' syntax for processors as well by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43189\"\u003ehuggingface/transformers#43189\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove deprecated objects by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43170\"\u003ehuggingface/transformers#43170\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix chunked prefill implementation issue-43082 by \u003ca href=\"https://github.com/marcndo\"\u003e\u003ccode\u003e@​marcndo\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43132\"\u003ehuggingface/transformers#43132\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReduce add_dates verbosity by \u003ca href=\"https://github.com/yonigozlan\"\u003e\u003ccode\u003e@​yonigozlan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43184\"\u003ehuggingface/transformers#43184\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for MiniMax-M2 by \u003ca href=\"https://github.com/rogeryoungh\"\u003e\u003ccode\u003e@​rogeryoungh\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42028\"\u003ehuggingface/transformers#42028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003esalesforce-ctrl\u003c/code\u003e, \u003ccode\u003exlm\u003c/code\u003e \u0026amp; \u003ccode\u003egpt-neo\u003c/code\u003e model generation tests by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43180\"\u003ehuggingface/transformers#43180\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLess verbose library helpers by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43197\"\u003ehuggingface/transformers#43197\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erun all test files on CircleCI by \u003ca href=\"https://github.com/ydshieh\"\u003e\u003ccode\u003e@​ydshieh\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43146\"\u003ehuggingface/transformers#43146\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eClamp temperature to \u0026gt;=1.0 for Dia generation by \u003ca href=\"https://github.com/Haseebasif7\"\u003e\u003ccode\u003e@​Haseebasif7\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43029\"\u003ehuggingface/transformers#43029\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix spelling typos in comments and code by \u003ca href=\"https://github.com/raimbekovm\"\u003e\u003ccode\u003e@​raimbekovm\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43046\"\u003ehuggingface/transformers#43046\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] llama.cpp by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43185\"\u003ehuggingface/transformers#43185\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cb5079fa72456d8ce27fc2041389beb5e1357f48\"\u003e\u003ccode\u003ecb5079f\u003c/code\u003e\u003c/a\u003e v5.0.0rc3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d1808f2c36c02faad537f9737a76165e49b041f9\"\u003e\u003ccode\u003ed1808f2\u003c/code\u003e\u003c/a\u003e [ci] Fixing some failing tests for important models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43231\"\u003e#43231\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3d276453a2b7c74f3259b1c136db3dd79c51756b\"\u003e\u003ccode\u003e3d27645\u003c/code\u003e\u003c/a\u003e Add LightOnOCR model implementation (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/41621\"\u003e#41621\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/77146cc9088ec8fc1dd476b40b1c6cdb0792afe3\"\u003e\u003ccode\u003e77146cc\u003c/code\u003e\u003c/a\u003e fix crash in when running FSDP2+TP (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43226\"\u003e#43226\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/61317f5ac78511a1c02b08c0e73012d9542183ed\"\u003e\u003ccode\u003e61317f5\u003c/code\u003e\u003c/a\u003e [CB] Ensure parallel decoding test passes using FA (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43277\"\u003e#43277\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1efe1a633a47628134a2ba6376512af99cc3c9df\"\u003e\u003ccode\u003e1efe1a6\u003c/code\u003e\u003c/a\u003e Fix failing  \u003ccode\u003ePegasusX\u003c/code\u003e, \u003ccode\u003eMvp\u003c/code\u003e \u0026amp; \u003ccode\u003eLED\u003c/code\u003e model integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43245\"\u003e#43245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8ae373133be1eff2254c5dd71fcd628445cb4a4\"\u003e\u003ccode\u003ee8ae373\u003c/code\u003e\u003c/a\u003e [consistency] Ensure models are added to the \u003ccode\u003e_toctree.yml\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43264\"\u003e#43264\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/c85be9899355c72771b3237f2434c7c84748427a\"\u003e\u003ccode\u003ec85be98\u003c/code\u003e\u003c/a\u003e [docs] tensorrt-llm (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43176\"\u003e#43176\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/38022fd891209fa1e386b9afb971a9d2d35ec175\"\u003e\u003ccode\u003e38022fd\u003c/code\u003e\u003c/a\u003e [style] Fix init isort and align makefile and CI (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43260\"\u003e#43260\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e977446e632670f9972fc4ff1432b414c8b813cb\"\u003e\u003ccode\u003ee977446\u003c/code\u003e\u003c/a\u003e Fix failing \u003ccode\u003eHiera\u003c/code\u003e, \u003ccode\u003eSwiftFormer\u003c/code\u003e \u0026amp; \u003ccode\u003eLED\u003c/code\u003e Model integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43225\"\u003e#43225\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v4.36.2...v5.0.0rc3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.4.0 to 1.5.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.0...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `python-dotenv` from 1.0.0 to 1.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/theskumar/python-dotenv/releases\"\u003epython-dotenv's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev1.2.2\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14, including the free-threaded (3.14t) build. (#)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003edotenv run\u003c/code\u003e command now forwards flags directly to the specified command by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/607\"\u003etheskumar/python-dotenv#607\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImproved documentation clarity regarding override behavior and the reference page.\u003c/li\u003e\n\u003cli\u003eUpdated PyPy support to version 3.11.\u003c/li\u003e\n\u003cli\u003eDocumentation for FIFO file support.\u003c/li\u003e\n\u003cli\u003eSupport for Python 3.9.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved \u003ccode\u003eset_key\u003c/code\u003e and \u003ccode\u003eunset_key\u003c/code\u003e behavior when interacting with symlinks by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://github.com/theskumar/python-dotenv/commit/790c5c02991100aa1bf41ee5330aca75edc51311\"\u003e#790c5\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCorrected the license specifier and added missing Python 3.14 classifiers in package metadata by \u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/590\"\u003etheskumar/python-dotenv#590\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e and \u003ccode\u003edotenv.unset_key\u003c/code\u003e used to follow symlinks in some\nsituations. This is no longer the case. For that behavior to be restored in\nall cases, \u003ccode\u003efollow_symlinks=True\u003c/code\u003e should be used.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn the CLI, \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e used to follow symlinks in some situations. This\nis no longer the case.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e, \u003ccode\u003edotenv.unset_key\u003c/code\u003e and the CLI commands \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e\nused to reset the file mode of the modified .env file to \u003ccode\u003e0o600\u003c/code\u003e in some\nsituations. This is no longer the case: The original mode of the file is now\npreserved. Is the file needed to be created or wasn't a regular file, mode\n\u003ccode\u003e0o600\u003c/code\u003e is used.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eskip 000 permission tests for root user by \u003ca href=\"https://github.com/burnout-projects\"\u003e\u003ccode\u003e@​burnout-projects\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/561\"\u003etheskumar/python-dotenv#561\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBump actions/checkout from 5 to 6 in the github-actions group by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/593\"\u003etheskumar/python-dotenv#593\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd Windows testing to CI by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/604\"\u003etheskumar/python-dotenv#604\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImprove workflow efficiency with best practices by \u003ca href=\"https://github.com/theskumar\"\u003e\u003ccode\u003e@​theskumar\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/609\"\u003etheskumar/python-dotenv#609\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove the use of \u003ccode\u003esh\u003c/code\u003e in tests by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/612\"\u003etheskumar/python-dotenv#612\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/590\"\u003etheskumar/python-dotenv#590\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/burnout-projects\"\u003e\u003ccode\u003e@​burnout-projects\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/561\"\u003etheskumar/python-dotenv#561\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cpackham-atlnz\"\u003e\u003ccode\u003e@​cpackham-atlnz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/597\"\u003etheskumar/python-dotenv#597\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/theskumar/python-dotenv/compare/v1.2.1...v1.2.2\"\u003ehttps://github.com/theskumar/python-dotenv/compare/v1.2.1...v1.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev1.2.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/theskumar/python-dotenv/blob/main/CHANGELOG.md\"\u003epython-dotenv's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[1.2.2] - 2026-03-01\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14, including the free-threaded (3.14t) build. (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/588\"\u003e#588\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003edotenv run\u003c/code\u003e command now forwards flags directly to the specified command by [\u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/607\"\u003e#607\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImproved documentation clarity regarding override behavior and the reference page.\u003c/li\u003e\n\u003cli\u003eUpdated PyPy support to version 3.11.\u003c/li\u003e\n\u003cli\u003eDocumentation for FIFO file support.\u003c/li\u003e\n\u003cli\u003eDropped Support for Python 3.9.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved \u003ccode\u003eset_key\u003c/code\u003e and \u003ccode\u003eunset_key\u003c/code\u003e behavior when interacting with symlinks by [\u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e] in [790c5c0]\u003c/li\u003e\n\u003cli\u003eCorrected the license specifier and added missing Python 3.14 classifiers in package metadata by [\u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/590\"\u003e#590\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e and \u003ccode\u003edotenv.unset_key\u003c/code\u003e used to follow symlinks in some\nsituations. This is no longer the case. For that behavior to be restored in\nall cases, \u003ccode\u003efollow_symlinks=True\u003c/code\u003e should be used.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn the CLI, \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e used to follow symlinks in some situations. This\nis no longer the case.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e, \u003ccode\u003edotenv.unset_key\u003c/code\u003e and the CLI commands \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e\nused to reset the file mode of the modified .env file to \u003ccode\u003e0o600\u003c/code\u003e in some\nsituations. This is no longer the case: The original mode of the file is now\npreserved. Is the file needed to be created or wasn't a regular file, mode\n\u003ccode\u003e0o600\u003c/code\u003e is used.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.2.1] - 2025-10-26\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMove more config to \u003ccode\u003epyproject.toml\u003c/code\u003e, removed \u003ccode\u003esetup.cfg\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for reading \u003ccode\u003e.env\u003c/code\u003e from FIFOs (Unix) by [\u003ca href=\"https://github.com/sidharth-sudhir\"\u003e\u003ccode\u003e@​sidharth-sudhir\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/586\"\u003e#586\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.2.0] - 2025-10-26\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpgrade build system to use PEP 517 \u0026amp; PEP 518 to use \u003ccode\u003ebuild\u003c/code\u003e and \u003ccode\u003epyproject.toml\u003c/code\u003e by [\u003ca href=\"https://github.com/EpicWink\"\u003e\u003ccode\u003e@​EpicWink\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/583\"\u003e#583\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 by [\u003ca href=\"https://github.com/23f3001135\"\u003e\u003ccode\u003e@​23f3001135\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/579\"\u003e#579\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for disabling of \u003ccode\u003eload_dotenv()\u003c/code\u003e using \u003ccode\u003ePYTHON_DOTENV_DISABLED\u003c/code\u003e env var. by [\u003ca href=\"https://github.com/matthewfranglen\"\u003e\u003ccode\u003e@​matthewfranglen\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/569\"\u003e#569\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.1.1] - 2025-06-24\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCLI: Ensure \u003ccode\u003efind_dotenv\u003c/code\u003e work reliably on python 3.13 by [\u003ca href=\"https://github.com/theskumar\"\u003e\u003ccode\u003e@​theskumar\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/563\"\u003e#563\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/36004e0e34be7665ff2b11a8a4005144f76f176d\"\u003e\u003ccode\u003e36004e0\u003c/code\u003e\u003c/a\u003e Bump version: 1.2.1 → 1.2.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/eb202520e5933c9daf42501e1e42fdb0144002c8\"\u003e\u003ccode\u003eeb20252\u003c/code\u003e\u003c/a\u003e docs: update changelog for v1.2.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/790c5c02991100aa1bf41ee5330aca75edc51311\"\u003e\u003ccode\u003e790c5c0\u003c/code\u003e\u003c/a\u003e Merge commit from fork\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/43340da220fb4ca4f95357bbe21a3c7f8f1278b1\"\u003e\u003ccode\u003e43340da\u003c/code\u003e\u003c/a\u003e Remove the use of \u003ccode\u003esh\u003c/code\u003e in tests (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/612\"\u003e#612\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/09d7cee32459e7abdcb5c9d8122a552589c06a9c\"\u003e\u003ccode\u003e09d7cee\u003c/code\u003e\u003c/a\u003e docs: clarify override behavior and document FIFO support (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/610\"\u003e#610\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/c8de2887c00198c22842c5ae5e92d1747467363c\"\u003e\u003ccode\u003ec8de288\u003c/code\u003e\u003c/a\u003e ci: improve workflow efficiency with best practices (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/609\"\u003e#609\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/7bd9e3dbfedc0983ad7d56d5570013035242bdf4\"\u003e\u003ccode\u003e7bd9e3d\u003c/code\u003e\u003c/a\u003e Add Windows testing to CI (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/604\"\u003e#604\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/1baaf04f336072e0ee324d5df9563ec767f14f81\"\u003e\u003ccode\u003e1baaf04\u003c/code\u003e\u003c/a\u003e Drop Python 3.9 support and update to PyPy 3.11 (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/608\"\u003e#608\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/4a22cf8993804aeede0c20b75bb1a29d3a99e9dc\"\u003e\u003ccode\u003e4a22cf8\u003c/code\u003e\u003c/a\u003e ci: enable testing on Python 3.14t (free-threaded) (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/588\"\u003e#588\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/e2e8e776b42e382ae38b44d3982dd649e7507dd4\"\u003e\u003ccode\u003ee2e8e77\u003c/code\u003e\u003c/a\u003e Fix license specifier (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/597\"\u003e#597\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/theskumar/python-dotenv/compare/v1.0.0...v1.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pytest` from 8.0.0 to 9.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytest-dev/pytest/releases\"\u003epytest's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e9.0.3\u003c/h2\u003e\n\u003ch1\u003epytest 9.0.3 (2026-04-07)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12444\"\u003e#12444\u003c/a\u003e: Fixed \u003ccode\u003epytest.approx\u003c/code\u003e which now correctly takes into account \u003ccode\u003e~collections.abc.Mapping\u003c/code\u003e keys order to compare them.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13634\"\u003e#13634\u003c/a\u003e: Blocking a \u003ccode\u003econftest.py\u003c/code\u003e file using the \u003ccode\u003e-p no:\u003c/code\u003e option is now explicitly disallowed.\u003c/p\u003e\n\u003cp\u003ePreviously this resulted in an internal assertion failure during plugin loading.\u003c/p\u003e\n\u003cp\u003ePytest now raises a clear \u003ccode\u003eUsageError\u003c/code\u003e explaining that conftest files are not plugins and cannot be disabled via \u003ccode\u003e-p\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13734\"\u003e#13734\u003c/a\u003e: Fixed crash when a test raises an exceptiongroup with \u003ccode\u003e__tracebackhide__ = True\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14195\"\u003e#14195\u003c/a\u003e: Fixed an issue where non-string messages passed to \u003c!-- raw HTML omitted --\u003eunittest.TestCase.subTest()\u003c!-- raw HTML omitted --\u003e were not printed.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14343\"\u003e#14343\u003c/a\u003e: Fixed use of insecure temporary directory (CVE-2025-71176).\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eImproved documentation\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13388\"\u003e#13388\u003c/a\u003e: Clarified documentation for \u003ccode\u003e-p\u003c/code\u003e vs \u003ccode\u003ePYTEST_PLUGINS\u003c/code\u003e plugin loading and fixed an incorrect \u003ccode\u003e-p\u003c/code\u003e example.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13731\"\u003e#13731\u003c/a\u003e: Clarified that capture fixtures (e.g. \u003ccode\u003ecapsys\u003c/code\u003e and \u003ccode\u003ecapfd\u003c/code\u003e) take precedence over the \u003ccode\u003e-s\u003c/code\u003e / \u003ccode\u003e--capture=no\u003c/code\u003e command-line options in \u003ccode\u003eAccessing captured output from a test function \u0026lt;accessing-captured-output\u0026gt;\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14088\"\u003e#14088\u003c/a\u003e: Clarified that the default \u003ccode\u003epytest_collection\u003c/code\u003e hook sets \u003ccode\u003esession.items\u003c/code\u003e before it calls \u003ccode\u003epytest_collection_finish\u003c/code\u003e, not after.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14255\"\u003e#14255\u003c/a\u003e: TOML integer log levels must be quoted: Updating reference documentation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eContributor-facing changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12689\"\u003e#12689\u003c/a\u003e: The test reports are now published to Codecov from GitHub Actions.\nThe test statistics is visible \u003ca href=\"https://app.codecov.io/gh/pytest-dev/pytest/tests\"\u003eon the web interface\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e-- by \u003ccode\u003ealeguy02\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e9.0.2\u003c/h2\u003e\n\u003ch1\u003epytest 9.0.2 (2025-12-06)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13896\"\u003e#13896\u003c/a\u003e: The terminal progress feature added in pytest 9.0.0 has been disabled by default, except on Windows, due to compatibility issues with some terminal emulators.\u003c/p\u003e\n\u003cp\u003eYou may enable it again by passing \u003ccode\u003e-p terminalprogress\u003c/code\u003e. We may enable it by default again once compatibility improves in the future.\u003c/p\u003e\n\u003cp\u003eAdditionally, when the environment variable \u003ccode\u003eTERM\u003c/code\u003e is \u003ccode\u003edumb\u003c/code\u003e, the escape codes are no longer emitted, even if the plugin is enabled.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13904\"\u003e#13904\u003c/a\u003e: Fixed the TOML type of the \u003ccode\u003etmp_path_retention_count\u003c/code\u003e settings in the API reference from number to string.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13946\"\u003e#13946\u003c/a\u003e: The private \u003ccode\u003econfig.inicfg\u003c/code\u003e attribute was changed in a breaking manner in pytest 9.0.0.\nDue to its usage in the ecosystem, it is now restored to working order using a compatibility shim.\nIt will be deprecated in pytest 9.1 and removed in pytest 10.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/a7d58d7a21b78581e636bbbdea13c66ad1657c1e\"\u003e\u003ccode\u003ea7d58d7\u003c/code\u003e\u003c/a\u003e Prepare release version 9.0.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/089d98199c253d8f89a040243bc4f2aa6cd5ab22\"\u003e\u003ccode\u003e089d981\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14366\"\u003e#14366\u003c/a\u003e from bluetech/revert-14193-backport\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/8127eaf4ab7f6b2fdd0dc1b38343ec97aeef05ac\"\u003e\u003ccode\u003e8127eaf\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;Fix: assertrepr_compare respects dict insertion order (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14050\"\u003e#14050\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14193\"\u003e#14193\u003c/a\u003e)\u0026quot;\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/99a7e6029e7a6e8d53e5df114b1346e035370241\"\u003e\u003ccode\u003e99a7e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14363\"\u003e#14363\u003c/a\u003e from pytest-dev/patchback/backports/9.0.x/95d8423bd...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/ddee02a578da30dd43aedc39c1c1f1aaadfcee95\"\u003e\u003ccode\u003eddee02a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14343\"\u003e#14343\u003c/a\u003e from bluetech/cve-2025-71176-simple\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/74eac6916fee34726cb194f16c516e96fbd29619\"\u003e\u003ccode\u003e74eac69\u003c/code\u003e\u003c/a\u003e doc: Update training info (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14298\"\u003e#14298\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14301\"\u003e#14301\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/f92dee777cfdb77d1c43633d02766ddf1f07c869\"\u003e\u003ccode\u003ef92dee7\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14267\"\u003e#14267\u003c/a\u003e from pytest-dev/patchback/backports/9.0.x/d6fa26c62...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/7ee58acc8777c31ac6cf388d01addf5a414a7439\"\u003e\u003ccode\u003e7ee58ac\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12378\"\u003e#12378\u003c/a\u003e from Pierre-Sassoulas/fix-implicit-str-concat-and-d...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/37da870d37e3a2f5177cae075c7b9ae279432bf8\"\u003e\u003ccode\u003e37da870\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14259\"\u003e#14259\u003c/a\u003e from mitre88/patch-4 (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14268\"\u003e#14268\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/c34bfa3b7acb65b594707c714f1d8461b0304eed\"\u003e\u003ccode\u003ec34bfa3\u003c/code\u003e\u003c/a\u003e Add explanation for string context diffs (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14257\"\u003e#14257\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14266\"\u003e#14266\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytest-dev/pytest/compare/8.0.0...9.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific ...\n\n_Description has been truncated_","html_url":"https://github.com/luckyhegde6/gardenVerse/pull/7","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/luckyhegde6%2FgardenVerse/issues/7","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/7/packages"},{"uuid":"4587579872","node_id":"PR_kwDOB5otgs7ini8e","number":327,"state":"closed","title":"chore(deps): bump scikit-learn from 0.22.1 to 1.5.0 in /requirements","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":"2026-06-07T01:12:30.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-04T09:40:00.000Z","updated_at":"2026-06-07T01:12:38.000Z","time_to_close":228750,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"0.22.1","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/requirements","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.22.1 to 1.5.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/0.22.1...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=0.22.1\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/miniscope/minian/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/miniscope/minian/pull/327","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/miniscope%2Fminian/issues/327","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/327/packages"},{"uuid":"4583914309","node_id":"PR_kwDORgwaGs7ibfFE","number":133,"state":"closed","title":"build(deps): update scikit-learn requirement from \u003e=1.8.0 to \u003e=1.9.0","user":"dependabot[bot]","labels":["dependencies","backend","security-scan","python"],"assignees":[],"locked":false,"comments_count":7,"pull_request":true,"closed_at":"2026-06-03T21:56:08.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-03T21:50:23.000Z","updated_at":"2026-06-03T21:56:34.000Z","time_to_close":345,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps): update","packages":[{"name":"scikit-learn","old_version":"\u003e=1.8.0","new_version":"\u003e=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n","html_url":"https://github.com/BhautikVekariya21/ai-interview/pull/133","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhautikVekariya21%2Fai-interview/issues/133","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/133/packages"},{"uuid":"4576511909","node_id":"PR_kwDOScZmsM7iDCZ-","number":3,"state":"open","title":"chore(deps): bump scikit-learn from 1.8.0 to 1.9.0 in /ai_train","user":"dependabot[bot]","labels":["dependencies","python:uv"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-03T02:59:20.000Z","updated_at":"2026-06-03T02:59:34.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/ai_train","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=uv\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/WilsonnnTan/soft-computing-final/pull/3","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/WilsonnnTan%2Fsoft-computing-final/issues/3","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/3/packages"}],"issue_packages":[{"old_version":"1.3.2","new_version":"1.5.0","update_type":"minor","path":"/tools/sklearn_fixtures in the pip group across 1 directory","pr_created_at":"2026-06-17T23:50:46.000Z","version_change":"1.3.2 → 1.5.0","issue":{"uuid":"4687915519","node_id":"PR_kwDOPP1T_87ntm35","number":15,"state":"open","title":"chore(deps): bump scikit-learn from 1.3.2 to 1.5.0 in /tools/sklearn_fixtures in the pip group across 1 directory","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-17T23:50:46.000Z","updated_at":"2026-06-17T23:58:59.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"1.3.2","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/tools/sklearn_fixtures in the pip group across 1 directory","ecosystem":"pip"},"body":"Bumps the pip group with 1 update in the /tools/sklearn_fixtures directory: [scikit-learn](https://github.com/scikit-learn/scikit-learn).\n\nUpdates `scikit-learn` from 1.3.2 to 1.5.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.2...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.3.2\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/CRJFisher/clustering-tfjs/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/CRJFisher/clustering-tfjs/pull/15","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/CRJFisher%2Fclustering-tfjs/issues/15","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/15/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":"/backend","pr_created_at":"2026-06-14T22:07:53.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4660797278","node_id":"PR_kwDORqmkhc7mUV-a","number":253,"state":"open","title":"chore(deps): bump the ml-stack group in /backend with 5 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-14T22:07:53.000Z","updated_at":"2026-06-14T22:07:53.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"ml-stack","update_count":5,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"optuna","old_version":"4.8.0","new_version":"4.9.0","repository_url":"https://github.com/optuna/optuna"},{"name":"pandas","old_version":"3.0.2","new_version":"3.0.3","repository_url":"https://github.com/pandas-dev/pandas"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"shap","old_version":"0.51.0","new_version":"0.52.0","repository_url":"https://github.com/shap/shap"}],"path":"/backend","ecosystem":"pip"},"body":"Bumps the ml-stack group in /backend with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [optuna](https://github.com/optuna/optuna) | `4.8.0` | `4.9.0` |\n| [pandas](https://github.com/pandas-dev/pandas) | `3.0.2` | `3.0.3` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [shap](https://github.com/shap/shap) | `0.51.0` | `0.52.0` |\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `optuna` from 4.8.0 to 4.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/optuna/optuna/releases\"\u003eoptuna's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev4.9.0\u003c/h2\u003e\n\u003cp\u003eThis is the release note of \u003ca href=\"https://github.com/optuna/optuna/milestone/74?closed=1\"\u003ev4.9.0\u003c/a\u003e.\u003c/p\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003ch3\u003eEnhance Multi-Objective Constrained Parallel Optimization in GPSampler\u003c/h3\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/sawa3030\"\u003e\u003ccode\u003e@​sawa3030\u003c/code\u003e\u003c/a\u003e introduces parallelization enhancements to \u003ccode\u003eGPSampler\u003c/code\u003e, leveraging the \u003cstrong\u003eKriging Believer\u003c/strong\u003e approach for constrained and multi-objective optimization (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6481\"\u003e#6481\u003c/a\u003e). This improvement allows for more efficient exploration when multiple trials are running concurrently.\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eThe GP surrogate is updated by assigning temporary objective function values ​​to the running trials.\u003c/p\u003e\n\u003cp\u003eFor more technical details and benchmarks, please check out our blog post: \u003ca href=\"https://medium.com/optuna/improving-optunas-gpsampler-parallelization-by-considering-running-trials-10d42aeb5d49\"\u003eImproving Optuna’s GPSampler Parallelization by Considering Running Trials\u003c/a\u003e.\u003c/p\u003e\n\u003ch3\u003eDeprecate Several Features\u003c/h3\u003e\n\u003cp\u003eThe following features are deprecated in v4.9.0 and scheduled for removal in v6.0.0.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eoptuna\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eSeveral arguments in \u003ccode\u003eTPESampler\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6635\"\u003e#6635\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eprior_weight\u003c/code\u003e, \u003ccode\u003econsider_magic_clip\u003c/code\u003e, \u003ccode\u003econsider_endpoints\u003c/code\u003e, \u003ccode\u003egamma\u003c/code\u003e, \u003ccode\u003eweights\u003c/code\u003e, \u003ccode\u003ehyperopt_parameters\u003c/code\u003e: These internal parameters are being deprecated to simplify the interface, as the default settings are optimal for most use cases.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003ewarn_independent_sampling\u003c/code\u003e: Deprecated because \u003ccode\u003eTPESampler\u003c/code\u003e now robustly supports both independent and joint sampling, making this warning obsolete.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003ecategorical_distance_func\u003c/code\u003e: This advanced feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ex0\u003c/code\u003e and \u003ccode\u003esigma0\u003c/code\u003e options in \u003ccode\u003eCmaEsSampler\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6624\"\u003e#6624\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThese options have been deprecated because they require a deep understanding of \u003ccode\u003eCmaEsSampler\u003c/code\u003e's internals to be configured effectively.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eoptuna.terminator\u003c/code\u003e module\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6668\"\u003e#6668\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThis feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eRetryFailedTrialCallback\u003c/code\u003e\u003c/strong\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6670\"\u003e#6670\u003c/a\u003e)\n\u003cul\u003e\n\u003cli\u003eThis class has been renamed to \u003ccode\u003eRetryHeartbeatStaleTrialCallback\u003c/code\u003e to better reflect its behavior and avoid confusion with general trial retries (\u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6085\"\u003e#6085\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eoptuna.integration\u003c/code\u003e module\u003c/strong\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003eoptuna.integration\u003c/code\u003e module currently acts as a shortcut to the external \u003ccode\u003eoptuna_integration\u003c/code\u003e package for backward compatibility. Please import directly from the \u003ccode\u003eoptuna_integration\u003c/code\u003e package going forward.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eoptuna-integration\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003ePyCmaSampler\u003c/code\u003e: Please use Optuna's native \u003ccode\u003eCmaEsSampler\u003c/code\u003e instead.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eCometCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eMLflowCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTensorBoardCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eTrackioCallback\u003c/code\u003e: This feature will be migrated to OptunaHub in the future.\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eWeightsAndBiasesCallback\u003c/code\u003e: This class has already been migrated to OptunaHub.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eBreaking Changes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eDeprecate \u003ccode\u003ePyCmaSampler\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/276\"\u003eoptuna/optuna-integration#276\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd deprecation message for \u003ccode\u003eCometCallback\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/280\"\u003eoptuna/optuna-integration#280\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd deprecation message for MLflowCallback (\u003ca href=\"https://redirect.github.com/optuna/optuna-integration/pull/281\"\u003eoptuna/optuna-integration#281\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/4db42e31c24b200e52595df9d4c00e2cdeefea2b\"\u003e\u003ccode\u003e4db42e3\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6691\"\u003e#6691\u003c/a\u003e from c-bata/backport-v4.9-attestations\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/6a15cf0906c5e92e9dbe70d3ee320eb3db5d08b7\"\u003e\u003ccode\u003e6a15cf0\u003c/code\u003e\u003c/a\u003e Add attestations: false to fix release workflow\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/a592e6c0d6604fa678201ecddbcc53a0d232cc65\"\u003e\u003ccode\u003ea592e6c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6684\"\u003e#6684\u003c/a\u003e from c-bata/bump-up-to-v4.9.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/490cfd6de52377acbec1d6f709b0189026575af2\"\u003e\u003ccode\u003e490cfd6\u003c/code\u003e\u003c/a\u003e Bump up to version number v4.9.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/6135d5469152a3f14a41202d2c065e823f3dd24c\"\u003e\u003ccode\u003e6135d54\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/optuna/optuna/issues/6651\"\u003e#6651\u003c/a\u003e from nabenabe0928/add-brute-force-info-to-grid-sampler\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/c41ec2df70ba2c4957aa96f524733d1e488d9e85\"\u003e\u003ccode\u003ec41ec2d\u003c/code\u003e\u003c/a\u003e Merge remote-tracking branch 'upstream/master' into add-brute-force-info-to-g...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/f845a8fccfc0c6d64d419b27ab3076bb1b7caf32\"\u003e\u003ccode\u003ef845a8f\u003c/code\u003e\u003c/a\u003e Fix\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/574749e6a8ae2b93fc0a61908ad90da92495e8e5\"\u003e\u003ccode\u003e574749e\u003c/code\u003e\u003c/a\u003e Fix\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/af7fe8b01791a8ddbb368ce9e77d922296da30b1\"\u003e\u003ccode\u003eaf7fe8b\u003c/code\u003e\u003c/a\u003e Add note to best trial\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/optuna/optuna/commit/b200bfbb312595c07d0e0c1265754096843091af\"\u003e\u003ccode\u003eb200bfb\u003c/code\u003e\u003c/a\u003e Update the NSGA-III doc\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/optuna/optuna/compare/v4.8.0...v4.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pandas` from 3.0.2 to 3.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pandas-dev/pandas/releases\"\u003epandas's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003epandas 3.0.3\u003c/h2\u003e\n\u003cp\u003eWe are pleased to announce the release of pandas 3.0.3.\nThis is a patch release in the 3.0.x series and includes some regression fixes and bug fixes. We recommend that all users of the 3.0.x series upgrade to this version.\u003c/p\u003e\n\u003cp\u003eSee the \u003ca href=\"https://pandas.pydata.org/docs/whatsnew/v3.0.3.html\"\u003efull whatsnew\u003c/a\u003e for a list of all the changes.\u003c/p\u003e\n\u003cp\u003ePandas 3.0 supports Python 3.11 and higher.\nThe release can be installed from PyPI:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epython -m pip install --upgrade pandas==3.0.*\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eOr from conda-forge\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge pandas=3.0\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003ePlease report any issues with the release on the \u003ca href=\"https://github.com/pandas-dev/pandas/issues\"\u003epandas issue tracker\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eThanks to all the contributors who made this release possible.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/72f2fea91530b5abb3cf2100cb22d84e504695c0\"\u003e\u003ccode\u003e72f2fea\u003c/code\u003e\u003c/a\u003e RLS: 3.0.3 (\u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65590\"\u003e#65590\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/2897590094c2b6e3962d01a82665936f30be563d\"\u003e\u003ccode\u003e2897590\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65436\"\u003e#65436\u003c/a\u003e on branch 3.0.x (Account for privatization of matplotlib `...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/49894b5b6037c50f6444504070d9b1e8e514001a\"\u003e\u003ccode\u003e49894b5\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65499\"\u003e#65499\u003c/a\u003e on branch 3.0.x (BUG: fix check if pyarrow is installed in...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/1c6d1e30cc4b80bedb769a8b3731b0788f69c9dc\"\u003e\u003ccode\u003e1c6d1e3\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] PERF: remove special casing for zoneinfo in tz_localize_to_u...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/2a547116afc46d88d4e6584670fd793949222a1e\"\u003e\u003ccode\u003e2a54711\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/64379\"\u003e#64379\u003c/a\u003e on branch 3.0.x (PERF: improve performance with ZoneInfo t...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/036bb7c0e7160b9d5a7f6bd26a9fc00921fa6977\"\u003e\u003ccode\u003e036bb7c\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65482\"\u003e#65482\u003c/a\u003e on branch 3.0.x (PERF: don't call unique on dtypes for che...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/bf4c182b09251f5b469e8e246ae3ea3e1ae07164\"\u003e\u003ccode\u003ebf4c182\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65410\"\u003e#65410\u003c/a\u003e on branch 3.0.x (TST: also convert str index to object in ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/dd02d75ce219135f9f3f65c13644d4be35585d42\"\u003e\u003ccode\u003edd02d75\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] BUG: keep fsspec OpenFile alive for chained URL reads (\u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/6547\"\u003e#6547\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/aef3d0f6698667262c6d6ffc69180b280b0fa86a\"\u003e\u003ccode\u003eaef3d0f\u003c/code\u003e\u003c/a\u003e [backport 3.0.x] CI: lowercase types-pymysql/types-pyyaml to fix mamba 2.6.0 ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pandas-dev/pandas/commit/bb8e24876273a14322047f4b89e648f6a4abebae\"\u003e\u003ccode\u003ebb8e248\u003c/code\u003e\u003c/a\u003e Backport PR \u003ca href=\"https://redirect.github.com/pandas-dev/pandas/issues/65399\"\u003e#65399\u003c/a\u003e on branch 3.0.x (DOC: fix source link for classes in the r...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pandas-dev/pandas/compare/v3.0.2...v3.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `shap` from 0.51.0 to 0.52.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/shap/shap/releases\"\u003eshap's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.52.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003ch3\u003eHighlights\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eNative bindings rewritten with \u003cstrong\u003enanobind\u003c/strong\u003e, and the build system migrated\nfrom \u003ccode\u003esetup.py\u003c/code\u003e to \u003cstrong\u003escikit-build-core + CMake\u003c/strong\u003e. The Cython\n\u003ccode\u003e_kernel_lib.pyx\u003c/code\u003e and the existing \u003ccode\u003e_cext\u003c/code\u003e / \u003ccode\u003e_cext_gpu\u003c/code\u003e modules are now\nbuilt as nanobind extensions, and \u003ccode\u003eMANIFEST.in\u003c/code\u003e / \u003ccode\u003esetup.py\u003c/code\u003e have been\nremoved in favor of a \u003ccode\u003epyproject.toml\u003c/code\u003e-driven build. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4366\"\u003e#4366\u003c/a\u003e, by\n\u003ca href=\"https://github.com/CloseChoice\"\u003e\u003ccode\u003e@​CloseChoice\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/daidahao\"\u003e\u003ccode\u003e@​daidahao\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/claude\"\u003e\u003ccode\u003e@​claude\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMinimum dependency versions raised to follow SPEC 0. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4310\"\u003e#4310\u003c/a\u003e, by \u003ca href=\"https://github.com/CloseChoice\"\u003e\u003ccode\u003e@​CloseChoice\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eEnhancements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eLog an \u003ccode\u003eINFO\u003c/code\u003e message when background data is sub-sampled (closes \u003ca href=\"https://redirect.github.com/shap/shap/issues/3461\"\u003e#3461\u003c/a\u003e).\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4294\"\u003e#4294\u003c/a\u003e, by \u003ca href=\"https://github.com/Ebube22\"\u003e\u003ccode\u003e@​Ebube22\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdd cross-links between the API Reference and API Examples pages.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4329\"\u003e#4329\u003c/a\u003e, by \u003ca href=\"https://github.com/Abhishek9639\"\u003e\u003ccode\u003e@​Abhishek9639\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eDrop the unused \u003ccode\u003etyping-extensions\u003c/code\u003e dependency. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4629\"\u003e#4629\u003c/a\u003e, by \u003ca href=\"https://github.com/samudraneel05\"\u003e\u003ccode\u003e@​samudraneel05\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImprove GPU TreeExplainer parity: preserve XGBoost default/missing child\nrouting so NaN values follow the same branch as the source model, preserve\nvector-valued XGBoost \u003ccode\u003ebase_score\u003c/code\u003e values (fixing multiclass additivity\noffsets), and tighten categorical handling so sklearn models with\n\u003ccode\u003eenable_categorical=True\u003c/code\u003e raise the existing unsupported-categorical error\neven when the booster does not expose \u003ccode\u003efeature_types\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4997\"\u003e#4997\u003c/a\u003e, by\n\u003ca href=\"https://github.com/RAMitchell\"\u003e\u003ccode\u003e@​RAMitchell\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eTreeExplainer no longer crashes with pandas nullable dtypes.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4298\"\u003e#4298\u003c/a\u003e, by \u003ca href=\"https://github.com/tudstudent\"\u003e\u003ccode\u003e@​tudstudent\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eNameError\u003c/code\u003e when \u003ccode\u003ewith_binary=False\u003c/code\u003e and \u003ccode\u003ewith_cuda=True\u003c/code\u003e by\ninitializing \u003ccode\u003ecompile_args\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4322\"\u003e#4322\u003c/a\u003e, by \u003ca href=\"https://github.com/mohityadav8\"\u003e\u003ccode\u003e@​mohityadav8\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eText plot colors render correctly by converting NumPy types to float.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4332\"\u003e#4332\u003c/a\u003e, by \u003ca href=\"https://github.com/Saloni-0465\"\u003e\u003ccode\u003e@​Saloni-0465\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAssign the result of \u003ccode\u003enp.flipud\u003c/code\u003e so it is no longer a no-op in\n\u003ccode\u003eAdditiveForceArrayVisualizer\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4343\"\u003e#4343\u003c/a\u003e, by \u003ca href=\"https://github.com/Mahaveerjain-18\"\u003e\u003ccode\u003e@​Mahaveerjain-18\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003eisinstance()\u003c/code\u003e instead of \u003ccode\u003eis\u003c/code\u003e for type checks. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4373\"\u003e#4373\u003c/a\u003e, by \u003ca href=\"https://github.com/divyam-jha123\"\u003e\u003ccode\u003e@​divyam-jha123\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRecord \u003ccode\u003e'sample'\u003c/code\u003e in \u003ccode\u003eExplanation.op_history\u003c/code\u003e instead of \u003ccode\u003e'__getitem__'\u003c/code\u003e.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4376\"\u003e#4376\u003c/a\u003e, by \u003ca href=\"https://github.com/tarun-227\"\u003e\u003ccode\u003e@​tarun-227\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eMove the unreachable large-dataset warning into the interventional branch.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4392\"\u003e#4392\u003c/a\u003e, by \u003ca href=\"https://github.com/Mahaveerjain-18\"\u003e\u003ccode\u003e@​Mahaveerjain-18\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix \u0026quot;structure of inputs doesn't match the expected structure\u0026quot;.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4410\"\u003e#4410\u003c/a\u003e, by \u003ca href=\"https://github.com/shaivimalik\"\u003e\u003ccode\u003e@​shaivimalik\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFix the return value from \u003ccode\u003eis_color_map()\u003c/code\u003e in \u003ccode\u003eplots/_beeswarm.py\u003c/code\u003e.\n(\u003ca href=\"https://redirect.github.com/shap/shap/issues/4421\"\u003e#4421\u003c/a\u003e, by \u003ca href=\"https://github.com/maniktyagi04\"\u003e\u003ccode\u003e@​maniktyagi04\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSuppress the \u003ccode\u003eUserWarning\u003c/code\u003e when \u003ccode\u003eLGBMRegressor\u003c/code\u003e was fitted with feature\nnames. (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4422\"\u003e#4422\u003c/a\u003e, by \u003ca href=\"https://github.com/shaivimalik\"\u003e\u003ccode\u003e@​shaivimalik\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/8461059bd4e5db2d5d401472ef871c5d411984fe\"\u003e\u003ccode\u003e8461059\u003c/code\u003e\u003c/a\u003e FIX: Improve GPU TreeExplainer parity (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4997\"\u003e#4997\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/8549e6bc3516f71480f0c147265cf5577e4f7a6b\"\u003e\u003ccode\u003e8549e6b\u003c/code\u003e\u003c/a\u003e fix: use isinstance() instead of type() is tuple checks (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4508\"\u003e#4508\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/3be70014c904649286a4211a2cb7155fcb79d89e\"\u003e\u003ccode\u003e3be7001\u003c/code\u003e\u003c/a\u003e remove webpack dependency for sickness scores (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5018\"\u003e#5018\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/6e9f9b8563fb63c37ae4f7a2af308444857cb20c\"\u003e\u003ccode\u003e6e9f9b8\u003c/code\u003e\u003c/a\u003e build(deps): bump qs and express in /javascript (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5015\"\u003e#5015\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/9be5435bb8523eba406147e8dcf3186008818bff\"\u003e\u003ccode\u003e9be5435\u003c/code\u003e\u003c/a\u003e build(deps): bump idna from 3.11 to 3.15 in /docs (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5007\"\u003e#5007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/52dd763bd36603c39ce3a4fc68e7fd805380706e\"\u003e\u003ccode\u003e52dd763\u003c/code\u003e\u003c/a\u003e pin torch to \u0026lt;=2.11.0 in pyproject.toml (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5017\"\u003e#5017\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/d8f2e7656017d5f39e6c026852d1eb6caa2dc711\"\u003e\u003ccode\u003ed8f2e76\u003c/code\u003e\u003c/a\u003e build(deps-dev): bump webpack-dev-server in /javascript (\u003ca href=\"https://redirect.github.com/shap/shap/issues/5009\"\u003e#5009\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/ac6e677d627d5458395e5a2925a3ff3297fafd7a\"\u003e\u003ccode\u003eac6e677\u003c/code\u003e\u003c/a\u003e build(deps-dev): bump \u003ccode\u003e@​babel/plugin-transform-modules-systemjs\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4991\"\u003e#4991\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/679b2eefb00a96ac9b2741103baec27206b26154\"\u003e\u003ccode\u003e679b2ee\u003c/code\u003e\u003c/a\u003e FIX: warn when covariance matrix is singular in LinearExplainer (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4471\"\u003e#4471\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/shap/shap/commit/ce4abd76933cac06e1cedbd75bd8fcfc74238318\"\u003e\u003ccode\u003ece4abd7\u003c/code\u003e\u003c/a\u003e build(deps): bump mistune from 3.2.0 to 3.2.1 (\u003ca href=\"https://redirect.github.com/shap/shap/issues/4990\"\u003e#4990\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/shap/shap/compare/v0.51.0...v0.52.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\n\n\n\u003c/details\u003e","html_url":"https://github.com/zeroyuekun/loan-approval-ai-system/pull/253","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/zeroyuekun%2Floan-approval-ai-system/issues/253","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/253/packages"}},{"old_version":"\u003c2,\u003e=1.3","new_version":"\u003e=1.9.0,\u003c2","update_type":null,"path":null,"pr_created_at":"2026-06-13T23:12:08.000Z","version_change":"\u003c2,\u003e=1.3 → \u003e=1.9.0,\u003c2","issue":{"uuid":"4657248283","node_id":"PR_kwDOS5HO-s7mJmpD","number":11,"state":"open","title":"build(deps): update scikit-learn requirement from \u003c2,\u003e=1.3 to \u003e=1.9.0,\u003c2","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T23:12:08.000Z","updated_at":"2026-06-13T23:12:09.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps): update","packages":[{"name":"scikit-learn","old_version":"\u003c2,\u003e=1.3","new_version":"\u003e=1.9.0,\u003c2","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/jeffdatascience/precio_viviendas_lima/pull/11","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/jeffdatascience%2Fprecio_viviendas_lima/issues/11","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/11/packages"}},{"old_version":"1.4.2","new_version":"1.9.0","update_type":"minor","path":"/backend","pr_created_at":"2026-06-13T22:47:48.000Z","version_change":"1.4.2 → 1.9.0","issue":{"uuid":"4657195572","node_id":"PR_kwDOST7z7c7mJciG","number":6,"state":"open","title":"build(deps): bump scikit-learn from 1.4.2 to 1.9.0 in /backend","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T22:47:48.000Z","updated_at":"2026-06-13T22:47:48.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps)","packages":[{"name":"scikit-learn","old_version":"1.4.2","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/backend","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.2 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eRelease 1.8.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.8.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.8.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.8.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14 and features support of free-threaded CPython.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.7.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.7.2 release.\u003c/p\u003e\n\u003cp\u003eThis release contains a few bug fixes and is the first version supporting Python 3.14.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\u0026lt;/tr\u0026gt;\u0026lt;/table\u0026gt; \n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.2...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.4.2\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/ahmedabbas52233-a11y/RoleRadius-Job-Portal/pull/6","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/ahmedabbas52233-a11y%2FRoleRadius-Job-Portal/issues/6","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/6/packages"}},{"old_version":"1.4.1","new_version":"1.5.0","update_type":"minor","path":null,"pr_created_at":"2026-06-13T07:18:31.000Z","version_change":"1.4.1 → 1.5.0","issue":{"uuid":"4654717906","node_id":"PR_kwDOS5Vy4s7mCBRX","number":2,"state":"closed","title":"Bump scikit-learn from 1.4.1 to 1.5.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":"2026-06-13T08:11:14.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-13T07:18:31.000Z","updated_at":"2026-06-13T08:11:16.000Z","time_to_close":3163,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.4.1","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.1 to 1.5.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.1...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.4.1\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/Verrah/birthweight-analysis/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/Verrah/birthweight-analysis/pull/2","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Verrah%2Fbirthweight-analysis/issues/2","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/2/packages"}},{"old_version":"\u003e=1.3","new_version":"\u003e=1.9.0","update_type":null,"path":null,"pr_created_at":"2026-06-13T06:34:49.000Z","version_change":"\u003e=1.3 → \u003e=1.9.0","issue":{"uuid":"4654619259","node_id":"PR_kwDOS5WsHM7mBu9S","number":2,"state":"open","title":"deps(py): update scikit-learn requirement from \u003e=1.3 to \u003e=1.9.0","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-13T06:34:49.000Z","updated_at":"2026-06-13T06:34:50.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(py): update","packages":[{"name":"scikit-learn","old_version":"\u003e=1.3","new_version":"\u003e=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.3.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/guandada123/StockInsight/pull/2","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/guandada123%2FStockInsight/issues/2","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/2/packages"}},{"old_version":"~=1.7.2","new_version":"~=1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-10T02:24:50.000Z","version_change":"~=1.7.2 → ~=1.9.0","issue":{"uuid":"4627359889","node_id":"PR_kwDON3c_Lc7kpoXt","number":188,"state":"open","title":"deps(deps): update scikit-learn requirement from ~=1.7.2 to ~=1.9.0","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":3,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-10T02:24:50.000Z","updated_at":"2026-06-10T03:05:43.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(deps): update","packages":[{"name":"scikit-learn","old_version":"~=1.7.2","new_version":"~=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.7.2...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n","html_url":"https://github.com/msu-denver/bili-core/pull/188","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/msu-denver%2Fbili-core/issues/188","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/188/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-09T00:38:36.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4617726976","node_id":"PR_kwDOP4uxx87kJ4a4","number":190,"state":"open","title":"chore(deps): bump the all-dependencies group across 1 directory with 45 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-09T00:38:36.000Z","updated_at":"2026-06-09T00:39:12.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"all-dependencies","update_count":45,"packages":[{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"bleach","old_version":"6.3.0","new_version":"6.4.0","repository_url":"https://github.com/mozilla/bleach"},{"name":"click","old_version":"8.3.2","new_version":"8.4.1","repository_url":"https://github.com/pallets/click"},{"name":"debugpy","old_version":"1.8.20","new_version":"1.8.21","repository_url":"https://github.com/microsoft/debugpy"},{"name":"decorator","old_version":"5.2.1","new_version":"5.3.1","repository_url":"https://github.com/micheles/decorator"},{"name":"docstring-parser","old_version":"0.17.0","new_version":"0.18.0","repository_url":"https://github.com/rr-/docstring_parser"},{"name":"fastapi","old_version":"0.135.3","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"fonttools","old_version":"4.62.1","new_version":"4.63.0","repository_url":"https://github.com/fonttools/fonttools"},{"name":"httptools","old_version":"0.7.1","new_version":"0.8.0","repository_url":"https://github.com/MagicStack/httptools"},{"name":"idna","old_version":"3.11","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"ipython","old_version":"9.12.0","new_version":"9.14.1","repository_url":"https://github.com/ipython/ipython"},{"name":"jedi","old_version":"0.19.2","new_version":"0.20.0","repository_url":"https://github.com/davidhalter/jedi"},{"name":"jiter","old_version":"0.14.0","new_version":"0.15.0","repository_url":"https://github.com/pydantic/jiter"},{"name":"jupyter-events","old_version":"0.12.0","new_version":"0.12.1","repository_url":"https://github.com/jupyter/jupyter_events"},{"name":"jupyter-client","old_version":"8.8.0","new_version":"8.9.0","repository_url":"https://github.com/jupyter/jupyter_client"},{"name":"jupyter-server","old_version":"2.17.0","new_version":"2.19.0","repository_url":"https://github.com/jupyter-server/jupyter_server"},{"name":"jupyterlab","old_version":"4.5.6","new_version":"4.5.8","repository_url":"https://github.com/jupyterlab/jupyterlab"},{"name":"matplotlib","old_version":"3.10.8","new_version":"3.10.9","repository_url":"https://github.com/matplotlib/matplotlib"},{"name":"matplotlib-inline","old_version":"0.2.1","new_version":"0.2.2","repository_url":"https://github.com/ipython/matplotlib-inline"},{"name":"mistune","old_version":"3.2.0","new_version":"3.2.1","repository_url":"https://github.com/lepture/mistune"},{"name":"nbclient","old_version":"0.10.4","new_version":"0.11.0","repository_url":"https://github.com/jupyter/nbclient"},{"name":"notebook","old_version":"7.5.5","new_version":"7.5.7","repository_url":"https://github.com/jupyter/notebook"},{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"parso","old_version":"0.8.6","new_version":"0.8.7","repository_url":"https://github.com/davidhalter/parso"},{"name":"platformdirs","old_version":"4.9.6","new_version":"4.10.0","repository_url":"https://github.com/tox-dev/platformdirs"},{"name":"postgrest","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"praw","old_version":"7.8.1","new_version":"7.8.2","repository_url":"https://github.com/praw-dev/praw"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"pydantic","old_version":"2.13.0","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pydantic-core","old_version":"2.46.0","new_version":"2.47.0","repository_url":"https://github.com/pydantic/pydantic"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"realtime","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"soupsieve","old_version":"2.8.3","new_version":"2.8.4","repository_url":"https://github.com/facelessuser/soupsieve"},{"name":"storage3","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase-auth","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"supabase-functions","old_version":"2.28.3","new_version":"2.31.0","repository_url":"https://github.com/supabase/supabase-py"},{"name":"tornado","old_version":"6.5.5","new_version":"6.5.7","repository_url":"https://github.com/tornadoweb/tornado"},{"name":"traitlets","old_version":"5.14.3","new_version":"5.15.1","repository_url":"https://github.com/ipython/traitlets"},{"name":"urllib3","old_version":"2.6.3","new_version":"2.7.0","repository_url":"https://github.com/urllib3/urllib3"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"watchfiles","old_version":"1.1.1","new_version":"1.2.0","repository_url":"https://github.com/samuelcolvin/watchfiles"},{"name":"wcwidth","old_version":"0.6.0","new_version":"0.8.1","repository_url":"https://github.com/jquast/wcwidth"}],"path":null,"ecosystem":"pip"},"body":"Bumps the all-dependencies group with 45 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [bleach](https://github.com/mozilla/bleach) | `6.3.0` | `6.4.0` |\n| [click](https://github.com/pallets/click) | `8.3.2` | `8.4.1` |\n| [debugpy](https://github.com/microsoft/debugpy) | `1.8.20` | `1.8.21` |\n| [decorator](https://github.com/micheles/decorator) | `5.2.1` | `5.3.1` |\n| [docstring-parser](https://github.com/rr-/docstring_parser) | `0.17.0` | `0.18.0` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.135.3` | `0.136.3` |\n| [fonttools](https://github.com/fonttools/fonttools) | `4.62.1` | `4.63.0` |\n| [httptools](https://github.com/MagicStack/httptools) | `0.7.1` | `0.8.0` |\n| [idna](https://github.com/kjd/idna) | `3.11` | `3.18` |\n| [ipython](https://github.com/ipython/ipython) | `9.12.0` | `9.14.1` |\n| [jedi](https://github.com/davidhalter/jedi) | `0.19.2` | `0.20.0` |\n| [jiter](https://github.com/pydantic/jiter) | `0.14.0` | `0.15.0` |\n| [jupyter-events](https://github.com/jupyter/jupyter_events) | `0.12.0` | `0.12.1` |\n| [jupyter-client](https://github.com/jupyter/jupyter_client) | `8.8.0` | `8.9.0` |\n| [jupyter-server](https://github.com/jupyter-server/jupyter_server) | `2.17.0` | `2.19.0` |\n| [jupyterlab](https://github.com/jupyterlab/jupyterlab) | `4.5.6` | `4.5.8` |\n| [matplotlib](https://github.com/matplotlib/matplotlib) | `3.10.8` | `3.10.9` |\n| [matplotlib-inline](https://github.com/ipython/matplotlib-inline) | `0.2.1` | `0.2.2` |\n| [mistune](https://github.com/lepture/mistune) | `3.2.0` | `3.2.1` |\n| [nbclient](https://github.com/jupyter/nbclient) | `0.10.4` | `0.11.0` |\n| [notebook](https://github.com/jupyter/notebook) | `7.5.5` | `7.5.7` |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [parso](https://github.com/davidhalter/parso) | `0.8.6` | `0.8.7` |\n| [platformdirs](https://github.com/tox-dev/platformdirs) | `4.9.6` | `4.10.0` |\n| [postgrest](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [praw](https://github.com/praw-dev/praw) | `7.8.1` | `7.8.2` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.0` | `2.13.4` |\n| [pydantic-core](https://github.com/pydantic/pydantic) | `2.46.0` | `2.47.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [realtime](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [soupsieve](https://github.com/facelessuser/soupsieve) | `2.8.3` | `2.8.4` |\n| [storage3](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase-auth](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [supabase-functions](https://github.com/supabase/supabase-py) | `2.28.3` | `2.31.0` |\n| [tornado](https://github.com/tornadoweb/tornado) | `6.5.5` | `6.5.7` |\n| [traitlets](https://github.com/ipython/traitlets) | `5.14.3` | `5.15.1` |\n| [urllib3](https://github.com/urllib3/urllib3) | `2.6.3` | `2.7.0` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [watchfiles](https://github.com/samuelcolvin/watchfiles) | `1.1.1` | `1.2.0` |\n| [wcwidth](https://github.com/jquast/wcwidth) | `0.6.0` | `0.8.1` |\n\n\nUpdates `beautifulsoup4` from 4.14.3 to 4.15.0\n\nUpdates `bleach` from 6.3.0 to 6.4.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/mozilla/bleach/blob/main/CHANGES\"\u003ebleach's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 6.4.0 (June 5th, 2026)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eNOTE: 2026-06-05: Bleach is no longer maintained. There will be no future\nreleases including for security issues.\u003c/strong\u003e\nSee issue: \u003ccode\u003e\u0026lt;https://github.com/mozilla/bleach/issues/698\u0026gt;\u003c/code\u003e__\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBackwards incompatible changes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDropped support for pypy 3.10. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/764\"\u003e#764\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eSecurity fixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFix bug 2023812 / GHSA-8rfp-98v4-mmr6.\u003c/p\u003e\n\u003cp\u003eFix XSS issue with sanitize_uri_value where disallowed schemes with\nUnicode invisible characters wouldn't be rejected.\u003c/p\u003e\n\u003cp\u003eFor example::\u003c/p\u003e\n\u003cp\u003eimport bleach\npayload1 = '\u003c!-- raw HTML omitted --\u003eClick\u003c!-- raw HTML omitted --\u003e'\nresult1 = bleach.clean(payload1)\nprint(repr(result1))\u003c/p\u003e\n\u003cp\u003eoutputs::\u003c/p\u003e\n\u003cp\u003e'\u003c!-- raw HTML omitted --\u003eClick\u003c!-- raw HTML omitted --\u003e'\u003c/p\u003e\n\u003cp\u003eSee the advisory for details.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFix GHSA-gj48-438w-jh9v.\u003c/p\u003e\n\u003cp\u003eFix issue where URI sanitization wasn't happening in formaction attributes.\u003c/p\u003e\n\u003cp\u003eSee the advisory for details.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBug fixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd support for pypy 3.11. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/764\"\u003e#764\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eDrop version max in tinycss2 pin. (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/772\"\u003e#772\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eThis removes one of the things we had to keep checking and updating. Users\nnow own the responsibility for correctness with the version of tinycss2\nthey're using.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/f0355a7af00500482c5292c6c83290c6a178068d\"\u003e\u003ccode\u003ef0355a7\u003c/code\u003e\u003c/a\u003e fix: fix last release date in CHANGES\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/ae4e8a26706516ad01b92e66321b480208a440da\"\u003e\u003ccode\u003eae4e8a2\u003c/code\u003e\u003c/a\u003e chore: bleach 6.4.0 and final release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/970df58e9f0c55cc52244f3f0106e473a40d886d\"\u003e\u003ccode\u003e970df58\u003c/code\u003e\u003c/a\u003e fix: uri-sanitization in formaction attributes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/7c4867c32344d1c961107fae62240a6f0dc680dc\"\u003e\u003ccode\u003e7c4867c\u003c/code\u003e\u003c/a\u003e fix: xss bypass in allowed protocol test using unicode invisible characters\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/913ab75992b845e2c9c060c41f24d46921db4693\"\u003e\u003ccode\u003e913ab75\u003c/code\u003e\u003c/a\u003e fix: reduce redundancy in workflow jobs\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/218c15af455c8dec14f98fcb2e235f8680e93930\"\u003e\u003ccode\u003e218c15a\u003c/code\u003e\u003c/a\u003e fix: rework pip caching\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/4f0b097bf80548a022050e2f71f024d755a9f154\"\u003e\u003ccode\u003e4f0b097\u003c/code\u003e\u003c/a\u003e fix: fix tox platform restrictions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/e95a79d07bb5d792425c2bc0ef5dd03f6614f3bb\"\u003e\u003ccode\u003ee95a79d\u003c/code\u003e\u003c/a\u003e chore: update pytest\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/91539d4e80d4685b8f2bedc79076ff0ff6c1b911\"\u003e\u003ccode\u003e91539d4\u003c/code\u003e\u003c/a\u003e Bump actions/cache from 5.0.3 to 5.0.4\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/mozilla/bleach/commit/cd47b4ce495859065da23c2116f651e591e1e90d\"\u003e\u003ccode\u003ecd47b4c\u003c/code\u003e\u003c/a\u003e fix: handle left-angle-bracket that's not a tag (\u003ca href=\"https://redirect.github.com/mozilla/bleach/issues/733\"\u003e#733\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/mozilla/bleach/compare/v6.3.0...v6.4.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `click` from 8.3.2 to 8.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pallets/click/releases\"\u003eclick's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e8.4.1\u003c/h2\u003e\n\u003cp\u003eThis is the Click 8.4.1 fix release, which fixes bugs but does not otherwise change behavior and should not result in breaking changes compared to the latest feature release.\u003c/p\u003e\n\u003cp\u003ePyPI: \u003ca href=\"https://pypi.org/project/click/8.4.1/\"\u003ehttps://pypi.org/project/click/8.4.1/\u003c/a\u003e\nChanges: \u003ca href=\"https://click.palletsprojects.com/page/changes/#version-8-4-1\"\u003ehttps://click.palletsprojects.com/page/changes/#version-8-4-1\u003c/a\u003e\nMilestone: \u003ca href=\"https://github.com/pallets/click/milestone/32?closed=1\"\u003ehttps://github.com/pallets/click/milestone/32?closed=1\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eget_parameter_source()\u003c/code\u003e is available during eager callbacks and type conversion again. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3458\"\u003e#3458\u003c/a\u003e \u003ca href=\"https://redirect.github.com/pallets/click/issues/3484\"\u003e#3484\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eZsh completion scripts parse correctly on Windows. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3277\"\u003e#3277\u003c/a\u003e # 3466\u003c/li\u003e\n\u003cli\u003eShell completion of \u003ccode\u003eChoice\u003c/code\u003e \u003ccode\u003eEnum\u003c/code\u003e values produces a valid completion result. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3015\"\u003e#3015\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix empty byte-string handling in echo. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3487\"\u003e#3487\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix closed file error with \u003ccode\u003eecho_via_pager\u003c/code\u003e. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3449\"\u003e#3449\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e8.4.0\u003c/h2\u003e\n\u003cp\u003eThis is the Click 8.4.0 feature release. A feature release may include new features, remove previously deprecated code, add new deprecation, or introduce potentially breaking changes.\u003c/p\u003e\n\u003cp\u003eWe encourage everyone to upgrade. You can read more about our \u003ca href=\"https://palletsprojects.com/versions\"\u003eVersion Support Policy\u003c/a\u003e on our website.\u003c/p\u003e\n\u003cp\u003ePyPI: \u003ca href=\"https://pypi.org/project/click/8.4.0/\"\u003ehttps://pypi.org/project/click/8.4.0/\u003c/a\u003e\nChanges:  \u003ca href=\"https://click.palletsprojects.com/page/changes/#version-8-4-0\"\u003ehttps://click.palletsprojects.com/page/changes/#version-8-4-0\u003c/a\u003e\nMilestone \u003ca href=\"https://github.com/pallets/click/milestone/30\"\u003ehttps://github.com/pallets/click/milestone/30\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003eParamType\u003c/code\u003e typing improvements. \u003ca href=\"https://redirect.github.com/pallets/click/issues/3371\"\u003e#3371\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e:class:\u003ccode\u003eParamType\u003c/code\u003e is now a generic abstract base class,\nparameterized by its converted value type.\u003c/li\u003e\n\u003cli\u003e:meth:\u003ccode\u003e~ParamType.convert\u003c/code\u003e return types are narrowed on all\nconcrete types (\u003ccode\u003estr\u003c/code\u003e for :class:\u003ccode\u003eSTRING\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e for\n:class:\u003ccode\u003eINT\u003c/code\u003e, etc.).\u003c/li\u003e\n\u003cli\u003e:meth:\u003ccode\u003e~ParamType.to_info_dict\u003c/code\u003e returns specific\n:class:\u003ccode\u003e~typing.TypedDict\u003c/code\u003e subclasses instead of\n\u003ccode\u003edict[str, Any]\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e:class:\u003ccode\u003eCompositeParamType\u003c/code\u003e and the number-range base are now\ngeneric with abstract methods.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRefactor \u003ccode\u003econvert_type\u003c/code\u003e to extract type inference into a private\n\u003ccode\u003e_guess_type\u003c/code\u003e helper, and add :func:\u003ccode\u003etyping.overload\u003c/code\u003e signatures.\n\u003ca href=\"https://redirect.github.com/pallets/click/issues/3372\"\u003e#3372\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003eParameter\u003c/code\u003e typing improvements. \u003ca href=\"https://redirect.github.com/pallets/click/issues/2805\"\u003e#2805\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e:class:\u003ccode\u003eParameter\u003c/code\u003e is now an abstract base class, making explicit\nthat it cannot be instantiated directly.\u003c/li\u003e\n\u003cli\u003e:attr:\u003ccode\u003eParameter.name\u003c/code\u003e is now \u003ccode\u003estr\u003c/code\u003e instead of \u003ccode\u003estr | None\u003c/code\u003e.\nWhen \u003ccode\u003eexpose_value=False\u003c/code\u003e, the name is set to \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e instead\nof \u003ccode\u003eNone\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ectx\u003c/code\u003e parameter of :meth:\u003ccode\u003eParameter.get_error_hint\u003c/code\u003e is now\ntyped as \u003ccode\u003eContext | None\u003c/code\u003e, matching the runtime behavior.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSplit string values from \u003ccode\u003edefault_map\u003c/code\u003e for parameters with \u003ccode\u003enargs \u0026gt; 1\u003c/code\u003e\nor :class:\u003ccode\u003eTuple\u003c/code\u003e type, matching environment variable behavior.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pallets/click/blob/main/CHANGES.md\"\u003eclick's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 8.4.1\u003c/h2\u003e\n\u003cp\u003eReleased 2026-05-21\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eget_parameter_source()\u003c/code\u003e is available during eager callbacks and type\nconversion again. {issue}\u003ccode\u003e3458\u003c/code\u003e {pr}\u003ccode\u003e3484\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eZsh completion scripts parse correctly on Windows. {issue}\u003ccode\u003e3277\u003c/code\u003e {pr}\u003ccode\u003e3466\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eShell completion of \u003ccode\u003eEnum\u003c/code\u003e values used as \u003ccode\u003eChoice\u003c/code\u003e options produces a\nvalid completion result. {issue}\u003ccode\u003e3015\u003c/code\u003e {pr}\u003ccode\u003e3471\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix empty byte-string handling in echo. {issue}\u003ccode\u003e3487\u003c/code\u003e {pr}\u003ccode\u003e3493\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix closed file error with \u003ccode\u003eecho_via_pager\u003c/code\u003e. {issue}\u003ccode\u003e3449\u003c/code\u003e {pr}\u003ccode\u003e3482\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eFix \u003ccode\u003eopen_url\u003c/code\u003e on Windows when the file path contains spaces.\n{issue}\u003ccode\u003e2994\u003c/code\u003e {pr}\u003ccode\u003e3478\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eVersion 8.4.0\u003c/h2\u003e\n\u003cp\u003eReleased 2026-05-17\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e{class}\u003ccode\u003eParamType\u003c/code\u003e typing improvements. {pr}\u003ccode\u003e3371\u003c/code\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e{class}\u003ccode\u003eParamType\u003c/code\u003e is now a generic abstract base class,\nparameterized by its converted value type.\u003c/li\u003e\n\u003cli\u003e{meth}\u003ccode\u003e~ParamType.convert\u003c/code\u003e return types are narrowed on all\nconcrete types (\u003ccode\u003estr\u003c/code\u003e for {class}\u003ccode\u003eSTRING\u003c/code\u003e, \u003ccode\u003eint\u003c/code\u003e for\n{class}\u003ccode\u003eINT\u003c/code\u003e, etc.).\u003c/li\u003e\n\u003cli\u003e{meth}\u003ccode\u003e~ParamType.to_info_dict\u003c/code\u003e returns specific\n{class}\u003ccode\u003e~typing.TypedDict\u003c/code\u003e subclasses instead of\n\u003ccode\u003edict[str, Any]\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e{class}\u003ccode\u003eCompositeParamType\u003c/code\u003e and the number-range base are now\ngeneric with abstract methods.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eRefactor \u003ccode\u003econvert_type\u003c/code\u003e to extract type inference into a private\n\u003ccode\u003e_guess_type\u003c/code\u003e helper, and add {func}\u003ccode\u003etyping.overload\u003c/code\u003e signatures.\n{pr}\u003ccode\u003e3372\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e{class}\u003ccode\u003eParameter\u003c/code\u003e typing improvements. {pr}\u003ccode\u003e2805\u003c/code\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e{class}\u003ccode\u003eParameter\u003c/code\u003e is now an abstract base class, making explicit\nthat it cannot be instantiated directly.\u003c/li\u003e\n\u003cli\u003e{attr}\u003ccode\u003eParameter.name\u003c/code\u003e is now \u003ccode\u003estr\u003c/code\u003e instead of \u003ccode\u003estr | None\u003c/code\u003e.\nWhen \u003ccode\u003eexpose_value=False\u003c/code\u003e, the name is set to \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e instead\nof \u003ccode\u003eNone\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003eThe \u003ccode\u003ectx\u003c/code\u003e parameter of {meth}\u003ccode\u003eParameter.get_error_hint\u003c/code\u003e is now\ntyped as \u003ccode\u003eContext | None\u003c/code\u003e, matching the runtime behavior.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSplit string values from \u003ccode\u003edefault_map\u003c/code\u003e for parameters with \u003ccode\u003enargs \u0026gt; 1\u003c/code\u003e\nor {class}\u003ccode\u003eTuple\u003c/code\u003e type, matching environment variable behavior.\n{issue}\u003ccode\u003e2745\u003c/code\u003e {pr}\u003ccode\u003e3364\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAuto-detect \u003ccode\u003etype=UNPROCESSED\u003c/code\u003e for \u003ccode\u003eflag_value\u003c/code\u003e of non-basic types\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/6eeb50e948ea136db145280f6f5dd52eca3fa7e5\"\u003e\u003ccode\u003e6eeb50e\u003c/code\u003e\u003c/a\u003e release version 8.4.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/67921d5b71584112eebcbf89596b5f0e6d14c49f\"\u003e\u003ccode\u003e67921d5\u003c/code\u003e\u003c/a\u003e change log and doc fixes (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3495\"\u003e#3495\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/9c41f46a4015700489ad009266edf1f3893d01d1\"\u003e\u003ccode\u003e9c41f46\u003c/code\u003e\u003c/a\u003e Fix changelog and version admonitions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/6cb34774f20598aa288332f8da02c5aee85448a6\"\u003e\u003ccode\u003e6cb3477\u003c/code\u003e\u003c/a\u003e fix skip condition\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/5ee8e3123d8ddece6c47eff9a7a7d4ca478c4f37\"\u003e\u003ccode\u003e5ee8e31\u003c/code\u003e\u003c/a\u003e fix I/O operation on closed file error with CliRunner and echo_via_pager (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3482\"\u003e#3482\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/becbde5cf416441627f779e8dd34e57738ee1c1f\"\u003e\u003ccode\u003ebecbde5\u003c/code\u003e\u003c/a\u003e pager doesn't close std streams\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/a5f5aa6d4012d256ccca24638f2642fc371e9f77\"\u003e\u003ccode\u003ea5f5aa6\u003c/code\u003e\u003c/a\u003e Handle empty bytes in echo (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3493\"\u003e#3493\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/4d3db84b251518e97299a38a5ca4bab3d01873a2\"\u003e\u003ccode\u003e4d3db84\u003c/code\u003e\u003c/a\u003e handle empty bytes in echo\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/d42f15b71757de791a5781fb179fd972da9169f5\"\u003e\u003ccode\u003ed42f15b\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eget_parameter_source()\u003c/code\u003e during type conversion and eager callbacks (\u003ca href=\"https://redirect.github.com/pallets/click/issues/3484\"\u003e#3484\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pallets/click/commit/0baa8db07736fc7ad3d3eed97d4c73b0059c63e1\"\u003e\u003ccode\u003e0baa8db\u003c/code\u003e\u003c/a\u003e Document ctx.params bypass with test and doc\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pallets/click/compare/8.3.2...8.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `debugpy` from 1.8.20 to 1.8.21\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/microsoft/debugpy/releases\"\u003edebugpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003edebugpy v1.8.21\u003c/h2\u003e\n\u003cp\u003eFixes for:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eReturn evaluate result in DAP response body instead of writing to stdout: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2027\"\u003e#2027\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePrevent invalid \u003ccode\u003escopes\u003c/code\u003e request from crashing debug session: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2026\"\u003e#2026\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSkip uninitialized \u003ccode\u003e__slots__\u003c/code\u003e in variable resolver: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2024\"\u003e#2024\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle \u003ccode\u003e-c\u003c/code\u003e arguments that are \u003ccode\u003ebytes\u003c/code\u003e instead of \u003ccode\u003estr\u003c/code\u003e: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2021\"\u003e#2021\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix evaluation of variables from chained exception frames: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2018\"\u003e#2018\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eContinueRequest\u003c/code\u003e with a specific \u003ccode\u003ethreadId\u003c/code\u003e no longer resumes all threads (in-process adapter): \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2012\"\u003e#2012\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAvoid strong reference to exceptions during unwind: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2008\"\u003e#2008\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eShow error message on evaluate failures in the hover context: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2006\"\u003e#2006\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eDisplay \u003ccode\u003edlerror\u003c/code\u003e output when \u003ccode\u003edlopen\u003c/code\u003e fails: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2000\"\u003e#2000\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReplace removed \u003ccode\u003epkgutil.get_loader\u003c/code\u003e with \u003ccode\u003eimportlib.util.find_spec\u003c/code\u003e in \u003ccode\u003eget_fullname\u003c/code\u003e: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/1998\"\u003e#1998\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eEnhancements:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd option to ignore all system exit codes: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2017\"\u003e#2017\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003ePull changes from pydevd up to March 2026: \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2010\"\u003e#2010\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eInfrastructure work:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eSuppress Flawfinder false positives on Cython memcpy / read-loop iterators (TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816216\"\u003e#2816216\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816217\"\u003e#2816217\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816218\"\u003e#2816218\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816219\"\u003e#2816219\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816220\"\u003e#2816220\u003c/a\u003e): \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2028\"\u003e#2028\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2029\"\u003e#2029\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2030\"\u003e#2030\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2031\"\u003e#2031\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/microsoft/debugpy/pull/2032\"\u003e#2032\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to \u003ca href=\"https://github.com/maxbachmann\"\u003e\u003ccode\u003e@​maxbachmann\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/mfussenegger\"\u003e\u003ccode\u003e@​mfussenegger\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/sambrightman\"\u003e\u003ccode\u003e@​sambrightman\u003c/code\u003e\u003c/a\u003e for the commits.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/858b05c08555cfc54efa7cf90e70184c7495b38e\"\u003e\u003ccode\u003e858b05c\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816217\"\u003e#2816217\u003c/a\u003e: suppress Flawfinder false positive on Cython JoinPyUnicode ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/f0c34f133ad3eb7992ca50e45e5459f9d58f4be8\"\u003e\u003ccode\u003ef0c34f1\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816216\"\u003e#2816216\u003c/a\u003e: suppress Flawfinder false positive on Cython DIGIT_PAIRS_8 ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/4c70e13d0e3fc8eee5013cd2a41c7a6d752d55d3\"\u003e\u003ccode\u003e4c70e13\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816218\"\u003e#2816218\u003c/a\u003e: suppress Flawfinder false positive on Cython read-loop iter...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/19c2b8c029975a6ba2e4e521d8fbdf5f1b3ed8fd\"\u003e\u003ccode\u003e19c2b8c\u003c/code\u003e\u003c/a\u003e Fix TSA \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2816220\"\u003e#2816220\u003c/a\u003e: suppress Flawfinder false positive on Cython read-loop iter...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/ab9263839637357f3372ffb550395ffbf8ce9f77\"\u003e\u003ccode\u003eab92638\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2031\"\u003e#2031\u003c/a\u003e from StellaHuang95/stellahuang/tsa-2816219-flawfinde...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/12bd4fef7ea5c35248d9f175f5b0218b970fa64c\"\u003e\u003ccode\u003e12bd4fe\u003c/code\u003e\u003c/a\u003e Return evaluate result in DAP response body instead of writing to stdout (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2027\"\u003e#2027\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/8bd57a7d446d6ec4d7dd4e580d00cdea193ddcd9\"\u003e\u003ccode\u003e8bd57a7\u003c/code\u003e\u003c/a\u003e Prevent invalid scopes request from crashing debug session (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2026\"\u003e#2026\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/bf118c8d0ec97e584d2f3cfd781f04a745a1334c\"\u003e\u003ccode\u003ebf118c8\u003c/code\u003e\u003c/a\u003e Skip uninitialized \u003cstrong\u003eslots\u003c/strong\u003e in variable resolver (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2024\"\u003e#2024\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/a55be0e6f0700646e0833097ab78b2e4ba68745b\"\u003e\u003ccode\u003ea55be0e\u003c/code\u003e\u003c/a\u003e Potential fix when \u003ccode\u003e-c\u003c/code\u003e arguments are bytes instead of a str (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2021\"\u003e#2021\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/debugpy/commit/0f037adec6fb2f61ad225849e953188ec349adbc\"\u003e\u003ccode\u003e0f037ad\u003c/code\u003e\u003c/a\u003e Fix evaluation of variables from chained exception frames (\u003ca href=\"https://redirect.github.com/microsoft/debugpy/issues/2018\"\u003e#2018\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/microsoft/debugpy/compare/v1.8.20...v1.8.21\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `decorator` from 5.2.1 to 5.3.1\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/micheles/decorator/blob/master/CHANGES.md\"\u003edecorator's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e5.3.1 (2026-05-18)\u003c/h2\u003e\n\u003cp\u003eAdded license SPDX identifier to pyproject.toml (reported by\nChristian Lackas).\u003c/p\u003e\n\u003ch2\u003e5.3.0 (2026-05-17)\u003c/h2\u003e\n\u003cp\u003eAdded official support for Python 3.14 (thanks to Hugo van Kemenade,\nDavid Cain and the GitHub user bersbersbers).\nFixed a bug with \u0026quot;return await\u0026quot; contributed by Kadir Can Ozden.\nMoved decorator.py to a package structure (\u003ccode\u003edecorator/__init__.py\u003c/code\u003e) and\nadded a stub file (\u003ccode\u003edecorator/__init__.pyi\u003c/code\u003e) contributed by Marco Gorelli.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/426e9e35d563ffe356e54bd0f970d153b8f25370\"\u003e\u003ccode\u003e426e9e3\u003c/code\u003e\u003c/a\u003e Bumped the version to 5.3.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/062ff0e0c33733f2148a5590d118a8570df846d5\"\u003e\u003ccode\u003e062ff0e\u003c/code\u003e\u003c/a\u003e Fixed the dependency on setuptools\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/086ff5d95d4dc550117c12647a4427d70bf8833d\"\u003e\u003ccode\u003e086ff5d\u003c/code\u003e\u003c/a\u003e Updated license\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/5807a83ead31f0de5303fa950ddea49d850d7355\"\u003e\u003ccode\u003e5807a83\u003c/code\u003e\u003c/a\u003e Updated license\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/093aced11439251e496b47a9a9369501075e8d1a\"\u003e\u003ccode\u003e093aced\u003c/code\u003e\u003c/a\u003e Updated changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/e9ced7e63ad9502b3e2a3e3db5f5f1ccc16c5fd6\"\u003e\u003ccode\u003ee9ced7e\u003c/code\u003e\u003c/a\u003e Added license SPDX\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/b3e82ddc04e8d0c18c51eecb30b4a59aee5aac1d\"\u003e\u003ccode\u003eb3e82dd\u003c/code\u003e\u003c/a\u003e Fixed CHANGES.md [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/f1ce8da8522193421436c368849afe886666b4e5\"\u003e\u003ccode\u003ef1ce8da\u003c/code\u003e\u003c/a\u003e Doc fix [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/c924d7c6aa2e47a0627706c385101ff8d558d091\"\u003e\u003ccode\u003ec924d7c\u003c/code\u003e\u003c/a\u003e Updated supported versions [ci skip]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/micheles/decorator/commit/8b83e8cca35f5c773654ce4ae89b4e3f84f430d3\"\u003e\u003ccode\u003e8b83e8c\u003c/code\u003e\u003c/a\u003e Fixed CHANGES [ci skip]\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/micheles/decorator/compare/5.2.1...5.3.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `docstring-parser` from 0.17.0 to 0.18.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/rr-/docstring_parser/blob/master/CHANGELOG.md\"\u003edocstring-parser's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e0.18 (2026-04-14)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Allow \u003ccode\u003eparse()\u003c/code\u003e to work with missing \u003ccode\u003e__doc__\u003c/code\u003e (thanks to \u003ca href=\"https://github.com/jamesbraza\"\u003e\u003ccode\u003e@​jamesbraza\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Officially support Python 3.14 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Exclude \u003ccode\u003edocstring_parser.tests\u003c/code\u003e from built wheels (thanks to \u003ca href=\"https://github.com/gvalkov\"\u003e\u003ccode\u003e@​gvalkov\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eEpydoc: Add missing attribute parsing, which includes the \u0026quot;\u003ca href=\"https://github.com/ivar\"\u003e\u003ccode\u003e@​ivar\u003c/code\u003e\u003c/a\u003e\u0026quot;, \u0026quot;\u003ca href=\"https://github.com/cvar\"\u003e\u003ccode\u003e@​cvar\u003c/code\u003e\u003c/a\u003e\u0026quot; and \u0026quot;\u003ca href=\"https://github.com/var\"\u003e\u003ccode\u003e@​var\u003c/code\u003e\u003c/a\u003e\u0026quot; syntax (thanks to \u003ca href=\"https://github.com/Masara\"\u003e\u003ccode\u003e@​Masara\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eNumpydoc: Add support for defaults in type declarations and improve compose behavior (thanks to \u003ca href=\"https://github.com/jwlodek\"\u003e\u003ccode\u003e@​jwlodek\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.17 (2025-07-21)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Replace poetry with hatchling (thanks to \u003ca href=\"https://github.com/LecrisUT\"\u003e\u003ccode\u003e@​LecrisUT\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Drop support for Python 3.6 and 3.7 (thanks to \u003ca href=\"https://github.com/LecrisUT\"\u003e\u003ccode\u003e@​LecrisUT\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Officially support Python 3.13 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: Publish packages to PyPI with digital attestations (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGoogle: Fix multi-line parameter definitions (thanks to \u003ca href=\"https://github.com/coolbeevip\"\u003e\u003ccode\u003e@​coolbeevip\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAttrdoc: Remove use of deprecated ast classes (thanks to \u003ca href=\"https://github.com/fedepell\"\u003e\u003ccode\u003e@​fedepell\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.16 (2024-03-15)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: add a new property, \u003ccode\u003edescription\u003c/code\u003e, that combines short and long\ndescriptions into a single string (thanks to \u003ca href=\"https://github.com/pR0Ps\"\u003e\u003ccode\u003e@​pR0Ps\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eGeneral: support Python 3.12 (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.15 (2022-09-05)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: add a new function, \u003ccode\u003eparse_from_object\u003c/code\u003e, that supports scattered\ndocstrings (thanks to \u003ca href=\"https://github.com/mauvilsa\"\u003e\u003ccode\u003e@​mauvilsa\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.14.1 (2022-04-27)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eParser: fix autodetection (regression from 0.14)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.14 (2022-04-25)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eNumpydoc: Improved support for Example / Examples section\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.13 (2021-11-17)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGoogle: Added support for Example / Examples section\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.12 (2021-10-15)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Added support for lone \u003ccode\u003e:rtype:\u003c/code\u003e meta information (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003e0.11 (2021-09-30)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eGeneral: Started tracking changes\u003c/li\u003e\n\u003cli\u003eGeneral: Added ability to combine function docstrings (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eReST: Added support for \u003ccode\u003e:type:\u003c/code\u003e and \u003ccode\u003e:rtype:\u003c/code\u003e (thanks to \u003ca href=\"https://github.com/abergou\"\u003e\u003ccode\u003e@​abergou\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/87dca55a7b5bdc854ad1d190f1c461015ba5f008\"\u003e\u003ccode\u003e87dca55\u003c/code\u003e\u003c/a\u003e Bump version: 0.17.0 → 0.18.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/059d189eef68dccd226531a8536652c04e467744\"\u003e\u003ccode\u003e059d189\u003c/code\u003e\u003c/a\u003e Support Python 3.14 (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/111\"\u003e#111\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/9f8501fd9cfc68794b33be79acc03a303c8bb527\"\u003e\u003ccode\u003e9f8501f\u003c/code\u003e\u003c/a\u003e Remove docstring_parser.tests from bdist (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/107\"\u003e#107\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/352ac5acfa7e8b91319dd26687996f856c282a97\"\u003e\u003ccode\u003e352ac5a\u003c/code\u003e\u003c/a\u003e Add support for setting default value in type declaration for numpydoc, vario...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/434078c85ef98e1bd38de0bff377e081073227da\"\u003e\u003ccode\u003e434078c\u003c/code\u003e\u003c/a\u003e build: fix builds\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/fd6fe7b35363c1744a732381596d50eda161f9e2\"\u003e\u003ccode\u003efd6fe7b\u003c/code\u003e\u003c/a\u003e epydoc: add missing attribute parsing\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/37fac3d32ebd73e16c468aefd54022c6a6d8d563\"\u003e\u003ccode\u003e37fac3d\u003c/code\u003e\u003c/a\u003e docs: fix missing changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/rr-/docstring_parser/commit/b4a3c48883f6dd3d69c1dc57545f1b72238c6c2a\"\u003e\u003ccode\u003eb4a3c48\u003c/code\u003e\u003c/a\u003e Allowing \u003ccode\u003eparse\u003c/code\u003e to work with missing \u003ccode\u003e__doc__\u003c/code\u003e (\u003ca href=\"https://github.com/rr-/docstring_parser/issues/103\"\u003e#103\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/rr-/docstring_parser/compare/0.17.0...0.18.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fastapi` from 0.135.3 to 0.136.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.136.3\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (the default). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15589\"\u003e#15589\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.136.2\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Validate Server Sent Event fields to avoid applications from sending broken data. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15588\"\u003e#15588\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15464\"\u003e#15464\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update and simplify docs about help and management. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15583\"\u003e#15583\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add docs references to central contributing docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15580\"\u003e#15580\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15577\"\u003e#15577\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🍱 Update sponsors: TalorData image. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15562\"\u003e#15562\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update docs, simplify usage of admonitions, only default ones. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15553\"\u003e#15553\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Fix image URLs in \u003ccode\u003eindex.md\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15534\"\u003e#15534\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✏️ Fix Azkaban spelling typo in \u003ccode\u003evirtual-environments.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15463\"\u003e#15463\u003c/a\u003e by \u003ca href=\"https://github.com/isaacbernat\"\u003e\u003ccode\u003e@​isaacbernat\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Improve layout and styling. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15462\"\u003e#15462\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Refactor opinions section with interactive tabs and new logos. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15458\"\u003e#15458\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add FastAPI Conf '26 announcement to docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15457\"\u003e#15457\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTranslations\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🌐 Improve translation consistency in \u003ccode\u003e‎docs/pt/docs/advanced/generate-clients.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15456\"\u003e#15456\u003c/a\u003e by \u003ca href=\"https://github.com/Will-thom\"\u003e\u003ccode\u003e@​Will-thom\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ja (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15530\"\u003e#15530\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for uk (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15529\"\u003e#15529\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for pt (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15528\"\u003e#15528\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for de (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15527\"\u003e#15527\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for tr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15526\"\u003e#15526\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ko (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15525\"\u003e#15525\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh-hant (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15524\"\u003e#15524\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for fr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15522\"\u003e#15522\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for es (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15523\"\u003e#15523\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15520\"\u003e#15520\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ru (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15521\"\u003e#15521\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Fix typos in Spanish LLM-prompt. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15472\"\u003e#15472\u003c/a\u003e by \u003ca href=\"https://github.com/crr004\"\u003e\u003ccode\u003e@​crr004\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✅ Update tests, don't double dispose the engine. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15587\"\u003e#15587\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⚡️ Speed up test suite via caching and fixture scopes to make it ~24% faster. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/13583\"\u003e#13583\u003c/a\u003e by \u003ca href=\"https://github.com/dikos1337\"\u003e\u003ccode\u003e@​dikos1337\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15585\"\u003e#15585\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump urllib3 from 2.6.3 to 2.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15502\"\u003e#15502\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump idna from 3.11 to 3.15. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15565\"\u003e#15565\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump cloudflare/wrangler-action from 3.15.0 to 4.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15571\"\u003e#15571\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Migrate docs from MkDocs to Zensical. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15563\"\u003e#15563\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15548\"\u003e#15548\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/82064857539e6286522c347b4b11331b48dd2378\"\u003e\u003ccode\u003e8206485\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c910e0139f983d0e04e2d1d235cd71803afeae34\"\u003e\u003ccode\u003ec910e01\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/063b5bf582d31fb155cc6bc6f88cf512329d0fd5\"\u003e\u003ccode\u003e063b5bf\u003c/code\u003e\u003c/a\u003e ♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (th...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/22b02e26f9e8c7e32bd8266e2b0ebe8bb3a0db2b\"\u003e\u003ccode\u003e22b02e2\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3b252a2a22ba27a8ab83d6bde7d9cddbc5bf738e\"\u003e\u003ccode\u003e3b252a2\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7fb7851b3389f24c51701d705458989be53ccbb\"\u003e\u003ccode\u003ec7fb785\u003c/code\u003e\u003c/a\u003e ♻️ Validate Server Sent Event fields to avoid applications from sending broke...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/cb83b83dcf78eab4ea17d504db5abcda705fbdc4\"\u003e\u003ccode\u003ecb83b83\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/00f805cec94c0bf48c1f9a563535a3ab2e6f90ab\"\u003e\u003ccode\u003e00f805c\u003c/code\u003e\u003c/a\u003e ✅ Update tests, don't double dispose the engine (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15587\"\u003e#15587\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3675137523dc167981aa3a3c44599b4f3079ccd8\"\u003e\u003ccode\u003e3675137\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/7b57e42986bb4d40c9eb6580537d13fb8e76097e\"\u003e\u003ccode\u003e7b57e42\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15464\"\u003e#15464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.135.3...0.136.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `fonttools` from 4.62.1 to 4.63.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fonttools/fonttools/releases\"\u003efonttools's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.63.0\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[ttLib] Add support for Apple Color Emoji \u003ccode\u003ebgcl\u003c/code\u003e table (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4065\"\u003e#4065\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[ttLib] Add support for \u003ccode\u003eIFT\u003c/code\u003e and \u003ccode\u003eIFTX\u003c/code\u003e tables (Incremental Font Transfer, PatchMapFormat2) (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4070\"\u003e#4070\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4072\"\u003e#4072\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[otData] Introduce \u003ccode\u003eFieldSpec\u003c/code\u003e dataclass for OpenType table schema definitions, replacing raw tuples in \u003ccode\u003eotData.py\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4076\"\u003e#4076\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[Feat] Show \u003ccode\u003ename\u003c/code\u003e table strings as comments next to label IDs in TTX output, matching the convention used by \u003ccode\u003efvar\u003c/code\u003e, \u003ccode\u003eSTAT\u003c/code\u003e, \u003ccode\u003etrak\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cu2qu] Fix Cython complex-division rounding difference in \u003ccode\u003esplit_cubic_into_three\u003c/code\u003e that could cause ±1 off-curve coordinate shifts (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/3928\"\u003e#3928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4083\"\u003e#4083\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[designspaceLib] Fix \u003ccode\u003emap_backward\u003c/code\u003e\u003ccode\u003egooglefonts/ufo2ft#978\u003c/code\u003e\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[OS/2] Fix \u003ccode\u003esetUnicodeRanges\u003c/code\u003e to accept reserved bits 123-127, restoring round-trip with \u003ccode\u003egetUnicodeRanges\u003c/code\u003e and fixing \u003ccode\u003erecalcUnicodeRanges\u003c/code\u003e crash in the subsetter (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4087\"\u003e#4087\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cython] Declare Cython extensions as free-threading compatible on Python 3.13+, so that importing them on free-threaded Python no longer re-enables the GIL (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4073\"\u003e#4073\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fonttools/fonttools/blob/main/NEWS.rst\"\u003efonttools's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e4.63.0 (released 2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[ttLib] Add support for Apple Color Emoji \u003ccode\u003ebgcl\u003c/code\u003e table (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4065\"\u003e#4065\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[ttLib] Add support for \u003ccode\u003eIFT\u003c/code\u003e and \u003ccode\u003eIFTX\u003c/code\u003e tables (Incremental Font Transfer,\nPatchMapFormat2) (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4070\"\u003e#4070\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4072\"\u003e#4072\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[otData] Introduce \u003ccode\u003eFieldSpec\u003c/code\u003e dataclass for OpenType table schema definitions,\nreplacing raw tuples in \u003ccode\u003eotData.py\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4076\"\u003e#4076\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[Feat] Show \u003ccode\u003ename\u003c/code\u003e table strings as comments next to label IDs in TTX output,\nmatching the convention used by \u003ccode\u003efvar\u003c/code\u003e, \u003ccode\u003eSTAT\u003c/code\u003e, \u003ccode\u003etrak\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cu2qu] Fix Cython complex-division rounding difference in\n\u003ccode\u003esplit_cubic_into_three\u003c/code\u003e that could cause ±1 off-curve coordinate shifts\n(\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/3928\"\u003e#3928\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4083\"\u003e#4083\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[designspaceLib] Fix \u003ccode\u003emap_backward\u003c/code\u003e for many-to-one (flat-segment) axis maps\nthat silently dropped entries via dict comprehension\n\u003ccode\u003egooglefonts/ufo2ft#978\u003c/code\u003e\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[OS/2] Fix \u003ccode\u003esetUnicodeRanges\u003c/code\u003e to accept reserved bits 123-127, restoring\nround-trip with \u003ccode\u003egetUnicodeRanges\u003c/code\u003e and fixing \u003ccode\u003erecalcUnicodeRanges\u003c/code\u003e crash\nin the subsetter (\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4087\"\u003e#4087\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e).\u003c/li\u003e\n\u003cli\u003e[cython] Declare Cython extensions as free-threading compatible on Python 3.13+,\nso that importing them on free-threaded Python no longer re-enables the GIL\n(\u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4073\"\u003e#4073\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e).\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/978d9edccb60ea0e5fbad7015cb11817c3532328\"\u003e\u003ccode\u003e978d9ed\u003c/code\u003e\u003c/a\u003e Release 4.63.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/6b40ecb6f13e076916044ecd8f0fc13ab5f957f6\"\u003e\u003ccode\u003e6b40ecb\u003c/code\u003e\u003c/a\u003e Add changelog entries for 4.63.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/382a35fb5e96c6ff38a1e7775a24e20bf122a66d\"\u003e\u003ccode\u003e382a35f\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4090\"\u003e#4090\u003c/a\u003e from fonttools/fix-freethreading-compat\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/0e999b55f05ad0dd8423f389673a32de9c5199bb\"\u003e\u003ccode\u003e0e999b5\u003c/code\u003e\u003c/a\u003e Declare Cython extensions as free-threading compatible\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/9e55ea54c184b0d4c0830525f72e69c6c1a32691\"\u003e\u003ccode\u003e9e55ea5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4089\"\u003e#4089\u003c/a\u003e from fonttools/graphite-feat-labels\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/e84db3ab426a251256ebec7904c03dc73e25932b\"\u003e\u003ccode\u003ee84db3a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4088\"\u003e#4088\u003c/a\u003e from fonttools/fix-setUnicodeRanges-bits-123-127\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/d6eabd1edf7bfa950b6b85c393e4c185dee36d7f\"\u003e\u003ccode\u003ed6eabd1\u003c/code\u003e\u003c/a\u003e Feat: show name table strings as comments next to label IDs in ttx\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/7d0902b2e27ec1433b015b3b8a79391d7c8604cb\"\u003e\u003ccode\u003e7d0902b\u003c/code\u003e\u003c/a\u003e OS/2: fix setUnicodeRanges round-trip for reserved bits 123-127\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/06e266ce70ec578d549c2df0e180a84d9323baf2\"\u003e\u003ccode\u003e06e266c\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/fonttools/fonttools/issues/4085\"\u003e#4085\u003c/a\u003e from fonttools/fix-map-backward-non-injective\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fonttools/fonttools/commit/6d64598a63f83bcd59d29cf3f22dd25343bd9688\"\u003e\u003ccode\u003e6d64598\u003c/code\u003e\u003c/a\u003e Add more tests for map_backward with many-to-one axis maps\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fonttools/fonttools/compare/4.62.1...4.63.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `httptools` from 0.7.1 to 0.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/MagicStack/httptools/releases\"\u003ehttptools's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.0\u003c/h2\u003e\n\u003ch1\u003eChanges\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd http-parser and llhttp licenses into the wheels (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/135\"\u003e#135\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/justeph\"\u003e\u003ccode\u003e@​justeph\u003c/code\u003e\u003c/a\u003e in c398a157)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMark cython module as free-threading compatible (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/139\"\u003e#139\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/kumaraditya303\"\u003e\u003ccode\u003e@​kumaraditya303\u003c/code\u003e\u003c/a\u003e in 28d1db15)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFix all typing issues (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/134\"\u003e#134\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in a9bda0ed)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eBump llhttp to 9.4.1 (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/145\"\u003e#145\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/fantix\"\u003e\u003ccode\u003e@​fantix\u003c/code\u003e\u003c/a\u003e in e3e8d71e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSecurity: fix URL truncation issue (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/144\"\u003e#144\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/fantix\"\u003e\u003ccode\u003e@​fantix\u003c/code\u003e\u003c/a\u003e in a0283f07 for \u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/142\"\u003e#142\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAllow building with latest setuptools (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/138\"\u003e#138\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/OldManYellsAtCloud\"\u003e\u003ccode\u003e@​OldManYellsAtCloud\u003c/code\u003e\u003c/a\u003e in c403ad1a)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/cf10ce6f0dae56e61817e67b9bb073dd39d0191a\"\u003e\u003ccode\u003ecf10ce6\u003c/code\u003e\u003c/a\u003e httptools 0.8.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/a0283f07c8a7a3f81e26135283daa25e4baba3af\"\u003e\u003ccode\u003ea0283f0\u003c/code\u003e\u003c/a\u003e security: fix URL truncation issue (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/144\"\u003e#144\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/05e6b8e9cf71fed8fa0e4796a2c1a52351b2e182\"\u003e\u003ccode\u003e05e6b8e\u003c/code\u003e\u003c/a\u003e ci: add freethreading 3.14 to the CI matrix (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/146\"\u003e#146\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/e3e8d71ee946937209aa965400cc2a8710520215\"\u003e\u003ccode\u003ee3e8d71\u003c/code\u003e\u003c/a\u003e Bump llhttp to 9.4.1 (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/145\"\u003e#145\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/a9bda0edb93da51c68cbf6db791c958166b86249\"\u003e\u003ccode\u003ea9bda0e\u003c/code\u003e\u003c/a\u003e Fix all typing issues (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/134\"\u003e#134\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/28d1db15eaeaab5bc7d376d2c2035d966b6e1378\"\u003e\u003ccode\u003e28d1db1\u003c/code\u003e\u003c/a\u003e mark cython module as free-threading compatible (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/139\"\u003e#139\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/c403ad1ad6cc9345834269a0611b74c6ee4bdcfa\"\u003e\u003ccode\u003ec403ad1\u003c/code\u003e\u003c/a\u003e Allow building with latest setuptools (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/138\"\u003e#138\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/c398a1579a30ba12b5aeed2d7163644947514590\"\u003e\u003ccode\u003ec398a15\u003c/code\u003e\u003c/a\u003e Add http-parser and llhttp licenses into the wheels (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/135\"\u003e#135\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/4cfdabd31ccfd5ccf9ab8c60992b4348ebcf5a84\"\u003e\u003ccode\u003e4cfdabd\u003c/code\u003e\u003c/a\u003e ci: fix release workflow (\u003ca href=\"https://redirect.github.com/MagicStack/httptools/issues/132\"\u003e#132\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/httptools/commit/ef71da977cde416fcbd570393fe0c1e22d26b56f\"\u003e\u003ccode\u003eef71da9\u003c/code\u003e\u003c/a\u003e Post-release version bump\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/MagicStack/httptools/compare/v0.7.1...v0.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `idna` from 3.11 to 3.18\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/kjd/idna/blob/master/HISTORY.md\"\u003eidna's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e3.18 (2026-06-02)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eWhen decoding a domain, add a \u003ccode\u003edisplay\u003c/code\u003e argument that will pass\nthrough invalid labels rather than raising an exception.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.17 (2026-05-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSubstantial 75% reduction in memory usage through new data\nstructures and some optimization in processing speed.\u003c/li\u003e\n\u003cli\u003eAdded a general 1024-character input length cap to the public\nvalidation, conversion, and codec entry points. This is well above\nany legitimate domain or label and guards against pathological\ninputs.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.16 (2026-05-22)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd a command-line interface (\u003ccode\u003epython -m idna\u003c/code\u003e, also available as\nthe \u003ccode\u003eidna\u003c/code\u003e script). Encodes or decodes one or more domains supplied\nas arguments or on standard input, with options to select A-label\nor U-label output and control error handling.\u003c/li\u003e\n\u003cli\u003eRaise the minimum supported Python version to 3.9\u003c/li\u003e\n\u003cli\u003eVarious code quality improvements\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e3.15 (2026-05-12)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eEnforce DNS-length cap on individual labels early in \u003ccode\u003echeck_label\u003c/code\u003e,\nshort-circuiting contextual-rule processing for oversized input\nwhile staying compatible with UTS 46 usage.\u003c/li\u003e\n\u003cli\u003eTidy core helpers: hoist bidi category sets to module-level\nfrozensets (avoiding per-codepoint list construction), simplify\nlength checks, and reuse the shared \u003ccode\u003e_unicode_dots_re\u003c/code\u003e from\n\u003ccode\u003eidna.core\u003c/code\u003e in the codec module.\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003eraise ... from err\u003c/code\u003e for proper exception chaining and\nswitch internal string formatting to f-strings.\u003c/li\u003e\n\u003cli\u003eAllow \u003ccode\u003eflit_core\u003c/code\u003e 4.x in the build backend.\u003c/li\u003e\n\u003cli\u003eExpand the ruff lint set (flake8-bugbear, flake8-simplify,\npyupgrade, perflint) and apply the surfaced fixes; pin lint CI\nto Python 3.14.\u003c/li\u003e\n\u003cli\u003eAdd Dependabot configuration for GitHub Actions.\u003c/li\u003e\n\u003cli\u003eConvert README and HISTORY from reStructuredText to Markdown.\u003c/li\u003e\n\u003cli\u003eReference CVE-2026-45409 for the 3.14 advisory in place of the\ninitial GHSA identifier.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThanks to Felix Yan, Stan Ulbrych, and metsw24-max for\ncontributions to this release.\u003c/p\u003e\n\u003ch2\u003e3.14 (2026-05-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemoved opportunity to process long inputs into quadratic\ntime by rejecting oversize inputs up-front. Closes a bypass\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/f39ea903ba49eb5a0b2c6723c9a929b41ed4a0f1\"\u003e\u003ccode\u003ef39ea90\u003c/code\u003e\u003c/a\u003e Release 3.18\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/40f4e407bc7452da37c24b0c112dcda9a5b299ba\"\u003e\u003ccode\u003e40f4e40\u003c/code\u003e\u003c/a\u003e Pre-release 3.18rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/1a5bf80f2fa40454589e6144efe5f72015ef9d24\"\u003e\u003ccode\u003e1a5bf80\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/253\"\u003e#253\u003c/a\u003e from kjd/lenient-decode\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/5bbb26fc86e28c4ee1434ae8ae8db76de4c2a5ac\"\u003e\u003ccode\u003e5bbb26f\u003c/code\u003e\u003c/a\u003e Merge branch 'master' into lenient-decode\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/c532bae5270489cef8faf9f6b1eb70cbcb454c6d\"\u003e\u003ccode\u003ec532bae\u003c/code\u003e\u003c/a\u003e Rename decode() lenient= option to display= (issue \u003ca href=\"https://redirect.github.com/kjd/idna/issues/248\"\u003e#248\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/0b1758ba11952a2e88fd6141ffa620409bff0580\"\u003e\u003ccode\u003e0b1758b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/252\"\u003e#252\u003c/a\u003e from kjd/release-3.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/f48619c4cea6859b938d560fdd9feb898e678567\"\u003e\u003ccode\u003ef48619c\u003c/code\u003e\u003c/a\u003e Release 3.17\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/7421ba8003227f816142ab40178e3a7d204e6847\"\u003e\u003ccode\u003e7421ba8\u003c/code\u003e\u003c/a\u003e Pre-release 3.17rc0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/22ebb73b164081f209449b50162eb7ce086e96a4\"\u003e\u003ccode\u003e22ebb73\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/kjd/idna/issues/251\"\u003e#251\u003c/a\u003e from kjd/structure-optimizations\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/kjd/idna/commit/2a7ac0a58c788d50112a5003af545a83807fb108\"\u003e\u003ccode\u003e2a7ac0a\u003c/code\u003e\u003c/a\u003e Drop redundant parallel-arrays comment from uts46data\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/kjd/idna/compare/v3.11...v3.18\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `ipython` from 9.12.0 to 9.14.1\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/352c35b9e841fe20c2a0dc09af67e180e6854322\"\u003e\u003ccode\u003e352c35b\u003c/code\u003e\u003c/a\u003e release 9.14.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/df72b1f8d94e874947f6425dbbcca614942aa3f5\"\u003e\u003ccode\u003edf72b1f\u003c/code\u003e\u003c/a\u003e Add forward compatibility for pdb.Pdb's mode argument (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15235\"\u003e#15235\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/a957d81c3177d33fc9d0b5fe123e58dd8cbf87e7\"\u003e\u003ccode\u003ea957d81\u003c/code\u003e\u003c/a\u003e Handle pdb.Pdb \u003ccode\u003emode\u003c/code\u003e argument and test signature compatibility\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/3e1c0544e141d55cd232259d4828a633e952f5fc\"\u003e\u003ccode\u003e3e1c054\u003c/code\u003e\u003c/a\u003e ci: add zizmor GitHub Actions security analysis and harden workflows (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15238\"\u003e#15238\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/0181ae38b68b929f464c349ad139e1080ee60a93\"\u003e\u003ccode\u003e0181ae3\u003c/code\u003e\u003c/a\u003e ci: add zizmor GitHub Actions security analysis and harden workflows\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/fb831cc06fe27a12f5d52f6608fa90857428748c\"\u003e\u003ccode\u003efb831cc\u003c/code\u003e\u003c/a\u003e back to dev\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/9d1f24b9687279362b66f4e8c8a36ffde895a05d\"\u003e\u003ccode\u003e9d1f24b\u003c/code\u003e\u003c/a\u003e release 9.14.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/d8b9d11f2796300d914a88dc08de35ce93bc5aa0\"\u003e\u003ccode\u003ed8b9d11\u003c/code\u003e\u003c/a\u003e Add IPython 9.14 release notes (\u003ca href=\"https://redirect.github.com/ipython/ipython/issues/15228\"\u003e#15228\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/80cc1b963349ebc472b69f7da505cccebb2e6ad5\"\u003e\u003ccode\u003e80cc1b9\u003c/code\u003e\u003c/a\u003e Apply suggestions from code review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/ipython/ipython/commit/99feaadc543d43abc9287734651f4b618305a6bb\"\u003e\u003ccode\u003e99feaad\u003c/code\u003e\u003c/a\u003e Prepare release notes for 9.14\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/ipython/ipython/compare/9.12.0...9.14.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jedi` from 0.19.2 to 0.20.0\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/davidhalter/jedi/blob/master/CHANGELOG.rst\"\u003ejedi's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp\u003e0.20.0 (2026-05-02)\n+++++++++++++++++++\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ePython 3.14 support\u003c/li\u003e\n\u003cli\u003eRemoved support for Python 3.8 and 3.9\u003c/li\u003e\n\u003cli\u003eUpgraded Typeshed\u003c/li\u003e\n\u003cli\u003eBetter support for Final/ClassVar\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003e__new__\u003c/code\u003e is now also recognized as a signature and TypeVar inference\u003c/li\u003e\n\u003cli\u003eSupport for \u003ccode\u003eSelf\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eSupport for \u003ccode\u003eTypeAlias\u003c/code\u003e, generics for \u003ccode\u003etype[...]\u003c/code\u003e and \u003ccode\u003etuple[...]\u003c/code\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/3102215478fe07b965dcd8221c17436d1dd7e8ac\"\u003e\u003ccode\u003e3102215\u003c/code\u003e\u003c/a\u003e Move the type parameter syntax tests so that it works for all versions\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/1b37f2eb946e825cbc2887c6dd34ee046f0ae68c\"\u003e\u003ccode\u003e1b37f2e\u003c/code\u003e\u003c/a\u003e Prepare for the 0.20.0 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/8e4df5cc0ec511db1af6d358182b1fb7c1e0cbff\"\u003e\u003ccode\u003e8e4df5c\u003c/code\u003e\u003c/a\u003e Make sure the new generic syntax does not fail with latest parso\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/4c9dbcca0329454b638bfa32e2825bedcfdf0eac\"\u003e\u003ccode\u003e4c9dbcc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/davidhalter/jedi/issues/2098\"\u003e#2098\u003c/a\u003e from davidhalter/updates\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/fedb1a5eb0d74446f6d431db2920ab5f1e1d5b18\"\u003e\u003ccode\u003efedb1a5\u003c/code\u003e\u003c/a\u003e Fix 3.10 tests in one more case\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/87e782f9c82de7297e243a770ac8888570bffa8e\"\u003e\u003ccode\u003e87e782f\u003c/code\u003e\u003c/a\u003e Fix flake8\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/cd52d982e10ac54f0ebef06e0bd414f79589998a\"\u003e\u003ccode\u003ecd52d98\u003c/code\u003e\u003c/a\u003e Fixes to get the tests passing for 3.10\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/d0b11806d4d1def377234bc2dc512992c997a977\"\u003e\u003ccode\u003ed0b1180\u003c/code\u003e\u003c/a\u003e Finally make tests work for 3.14\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/8520a9958b489bd8d30cf20b4d2798f7289aab45\"\u003e\u003ccode\u003e8520a99\u003c/code\u003e\u003c/a\u003e Implement support for TypeVar inference for \u003cstrong\u003enew\u003c/strong\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/davidhalter/jedi/commit/55e5f0cb92dd92d5bdc80ecfc38664a1afd921d1\"\u003e\u003ccode\u003e55e5f0c\u003c/code\u003e\u003c/a\u003e Implement new-style unions with TypeVars\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/davidhalter/jedi/compare/v0.19.2...v0.20.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jiter` from 0.14.0 to 0.15.0\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pydantic/jiter/commit/0bb22aa6b3a4d729e6c7bae74c05a5d0f1f654b0\"\u003e\u003ccode\u003e0bb22aa\u003c/code\u003e\u003c/a\u003e release: 0.15.0 (\u003ca href=\"https://redirect.github.com/pydantic/jiter/issues/251\"\u003e#251\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pydantic/jiter/commit/0f3e5eb48a5fff16d825f9af2ea7c6748bbdfbb8\"\u003e\u003ccode\u003e0f3e5eb\u003c/code\u003e\u003c/a\u003e expose \u003ccode\u003eknown_number_bytes\u003c/code\u003e and parser methods for bytes -\u0026gt; number (\u003ca href=\"https://redirect.github.com/pydantic/jiter/issues/250\"\u003e#250\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/pydantic/jiter/compare/v0.14.0...v0.15.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `jupyter-events` from 0.12.0 to 0.12.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jupyter/jupyter_events/releases\"\u003ejupyter-events's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.12.1\u003c/h2\u003e\n\u003ch2\u003e0.12.1\u003c/h2\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/compare/v0.12.0...69306b1d1577a1a71ba27a4b12314fa31771ee71\"\u003eFull Changelog\u003c/a\u003e)\u003c/p\u003e\n\u003ch3\u003eBugs fixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[Bug] Fix empty error messages from failing event listeners \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/118\"\u003e#118\u003c/a\u003e (\u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance and upkeep improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd security.md \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/113\"\u003e#113\u003c/a\u003e (\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors to this release\u003c/h3\u003e\n\u003cp\u003eThe following people contributed discussions, new ideas, code and documentation contributions, and review.\nSee \u003ca href=\"https://github-activity.readthedocs.io/en/latest/use/#how-does-this-tool-define-contributions-in-the-reports\"\u003eour definition of contributors\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/graphs/contributors?from=2025-02-03\u0026amp;to=2026-04-20\u0026amp;type=c\"\u003eGitHub contributors page for this release\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3ACarreau+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e) | \u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3AZsailer+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jupyter/jupyter_events/blob/main/CHANGELOG.md\"\u003ejupyter-events's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.12.1\u003c/h2\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/compare/v0.12.0...69306b1d1577a1a71ba27a4b12314fa31771ee71\"\u003eFull Changelog\u003c/a\u003e)\u003c/p\u003e\n\u003ch3\u003eBugs fixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e[Bug] Fix empty error messages from failing event listeners \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/118\"\u003e#118\u003c/a\u003e (\u003ca href=\"https://github.com/Zsailer\"\u003e\u003ccode\u003e@​Zsailer\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMaintenance and upkeep improvements\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd security.md \u003ca href=\"https://redirect.github.com/jupyter/jupyter_events/pull/113\"\u003e#113\u003c/a\u003e (\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eContributors to this release\u003c/h3\u003e\n\u003cp\u003eThe following people contributed discussions, new ideas, code and documentation contributions, and review.\nSee \u003ca href=\"https://github-activity.readthedocs.io/en/latest/use/#how-does-this-tool-define-contributions-in-the-reports\"\u003eour definition of contributors\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e(\u003ca href=\"https://github.com/jupyter/jupyter_events/graphs/contributors?from=2025-02-03\u0026amp;to=2026-04-20\u0026amp;type=c\"\u003eGitHub contributors page for this release\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003e\u003ca href=\"https://github.com/Carreau\"\u003e\u003ccode\u003e@​Carreau\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://github.com/search?q=repo%3Ajupyter%2Fjupyter_events+involves%3ACarreau+updated%3A2025-02-03..2026-04-20\u0026amp;type=Issues\"\u003eactivity\u003c/a\u003e) | \u003ca href=\"https://...\n\n_Description has been truncated_","html_url":"https://github.com/BryanOwens012/which-glp/pull/190","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/BryanOwens012%2Fwhich-glp/issues/190","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/190/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-08T12:16:13.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4612787389","node_id":"PR_kwDOPREy587j5Z_O","number":54,"state":"open","title":"Bump scikit-learn from 1.8.0 to 1.9.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T12:16:13.000Z","updated_at":"2026-06-08T12:29:38.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/pyiron/pyiron_workflow_lammps/pull/54","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/pyiron%2Fpyiron_workflow_lammps/issues/54","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/54/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":"the python-core-stack group","pr_created_at":"2026-06-08T03:08:29.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4609721472","node_id":"PR_kwDOSQPyyM7jvTXF","number":280,"state":"open","title":"Bump scikit-learn from 1.8.0 to 1.9.0 in the python-core-stack group","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T03:08:29.000Z","updated_at":"2026-06-08T03:10:24.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"Bump","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"the python-core-stack group","ecosystem":"pip"},"body":"Bumps the python-core-stack group with 1 update: [scikit-learn](https://github.com/scikit-learn/scikit-learn).\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.8.0\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific dependency's major version (unless you unignore this specific dependency's major version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e minor version` will close this group update PR and stop Dependabot creating any more for the specific dependency's minor version (unless you unignore this specific dependency's minor version or upgrade to it yourself)\n- `@dependabot ignore \u003cdependency name\u003e` will close this group update PR and stop Dependabot creating any more for the specific dependency (unless you unignore this specific dependency or upgrade to it yourself)\n- `@dependabot unignore \u003cdependency name\u003e` will remove all of the ignore conditions of the specified dependency\n- `@dependabot unignore \u003cdependency name\u003e \u003cignore condition\u003e` will remove the ignore condition of the specified dependency and ignore conditions\n\n\n\u003c/details\u003e","html_url":"https://github.com/IPS-Stuttgart/NeuRepTrace/pull/280","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/IPS-Stuttgart%2FNeuRepTrace/issues/280","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/280/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-08T01:19:08.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4609372366","node_id":"PR_kwDOShYNp87juM3u","number":12,"state":"open","title":"chore(deps): bump the python-minor-patch group across 1 directory with 12 updates","user":"dependabot[bot]","labels":[],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T01:19:08.000Z","updated_at":"2026-06-08T01:19:09.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"python-minor-patch","update_count":12,"packages":[{"name":"fastapi","old_version":"0.115.14","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.32.1","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"python-multipart","old_version":"0.0.20","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"sqlalchemy","old_version":"2.0.49","new_version":"2.0.50","repository_url":"https://github.com/sqlalchemy/sqlalchemy"},{"name":"asyncpg","old_version":"0.30.0","new_version":"0.31.0","repository_url":"https://github.com/MagicStack/asyncpg"},{"name":"greenlet","old_version":"3.5.0","new_version":"3.5.1","repository_url":"https://github.com/python-greenlet/greenlet"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"numpy","old_version":"2.4.5","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"prometheus-client","old_version":"0.21.1","new_version":"0.25.0","repository_url":"https://github.com/prometheus/client_python"},{"name":"typer","old_version":"0.15.3","new_version":"0.26.7","repository_url":"https://github.com/fastapi/typer"},{"name":"ruff","old_version":"0.8.6","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"}],"path":null,"ecosystem":"pip"},"body":"Bumps the python-minor-patch group with 12 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.115.14` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.32.1` | `0.49.0` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.20` | `0.0.32` |\n| [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) | `2.0.49` | `2.0.50` |\n| [asyncpg](https://github.com/MagicStack/asyncpg) | `0.30.0` | `0.31.0` |\n| [greenlet](https://github.com/python-greenlet/greenlet) | `3.5.0` | `3.5.1` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.8.0` | `1.9.0` |\n| [numpy](https://github.com/numpy/numpy) | `2.4.5` | `2.4.6` |\n| [prometheus-client](https://github.com/prometheus/client_python) | `0.21.1` | `0.25.0` |\n| [typer](https://github.com/fastapi/typer) | `0.15.3` | `0.26.7` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.8.6` | `0.15.16` |\n\n\nUpdates `fastapi` from 0.115.14 to 0.136.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/fastapi/fastapi/releases\"\u003efastapi's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.136.3\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (the default). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15589\"\u003e#15589\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.136.2\u003c/h2\u003e\n\u003ch3\u003eRefactors\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e♻️ Validate Server Sent Event fields to avoid applications from sending broken data. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15588\"\u003e#15588\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocs\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15464\"\u003e#15464\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update and simplify docs about help and management. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15583\"\u003e#15583\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add docs references to central contributing docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15580\"\u003e#15580\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update security policy. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15577\"\u003e#15577\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🍱 Update sponsors: TalorData image. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15562\"\u003e#15562\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Update docs, simplify usage of admonitions, only default ones. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15553\"\u003e#15553\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Fix image URLs in \u003ccode\u003eindex.md\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15534\"\u003e#15534\u003c/a\u003e by \u003ca href=\"https://github.com/YuriiMotov\"\u003e\u003ccode\u003e@​YuriiMotov\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e✏️ Fix Azkaban spelling typo in \u003ccode\u003evirtual-environments.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15463\"\u003e#15463\u003c/a\u003e by \u003ca href=\"https://github.com/isaacbernat\"\u003e\u003ccode\u003e@​isaacbernat\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Improve layout and styling. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15462\"\u003e#15462\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e💄 Refactor opinions section with interactive tabs and new logos. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15458\"\u003e#15458\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e📝 Add FastAPI Conf '26 announcement to docs. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15457\"\u003e#15457\u003c/a\u003e by \u003ca href=\"https://github.com/alejsdev\"\u003e\u003ccode\u003e@​alejsdev\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eTranslations\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e🌐 Improve translation consistency in \u003ccode\u003e‎docs/pt/docs/advanced/generate-clients.md‎\u003c/code\u003e. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15456\"\u003e#15456\u003c/a\u003e by \u003ca href=\"https://github.com/Will-thom\"\u003e\u003ccode\u003e@​Will-thom\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ja (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15530\"\u003e#15530\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for uk (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15529\"\u003e#15529\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for pt (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15528\"\u003e#15528\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for de (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15527\"\u003e#15527\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for tr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15526\"\u003e#15526\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ko (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15525\"\u003e#15525\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh-hant (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15524\"\u003e#15524\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for fr (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15522\"\u003e#15522\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for es (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15523\"\u003e#15523\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for zh (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15520\"\u003e#15520\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Update translations for ru (update-outdated). PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15521\"\u003e#15521\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🌐 Fix typos in Spanish LLM-prompt. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15472\"\u003e#15472\u003c/a\u003e by \u003ca href=\"https://github.com/crr004\"\u003e\u003ccode\u003e@​crr004\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eInternal\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e✅ Update tests, don't double dispose the engine. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15587\"\u003e#15587\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⚡️ Speed up test suite via caching and fixture scopes to make it ~24% faster. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/13583\"\u003e#13583\u003c/a\u003e by \u003ca href=\"https://github.com/dikos1337\"\u003e\u003ccode\u003e@​dikos1337\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔥 Remove config files now in central GitHub repo. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15585\"\u003e#15585\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump urllib3 from 2.6.3 to 2.7.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15502\"\u003e#15502\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump idna from 3.11 to 3.15. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15565\"\u003e#15565\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e⬆ Bump cloudflare/wrangler-action from 3.15.0 to 4.0.0. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15571\"\u003e#15571\u003c/a\u003e by \u003ca href=\"https://github.com/apps/dependabot\"\u003e\u003ccode\u003e@​dependabot[bot]\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔧 Migrate docs from MkDocs to Zensical. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15563\"\u003e#15563\u003c/a\u003e by \u003ca href=\"https://github.com/tiangolo\"\u003e\u003ccode\u003e@​tiangolo\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003e🔒️ Only allow team members to modify dependencies. PR \u003ca href=\"https://redirect.github.com/fastapi/fastapi/pull/15548\"\u003e#15548\u003c/a\u003e by \u003ca href=\"https://github.com/svlandeg\"\u003e\u003ccode\u003e@​svlandeg\u003c/code\u003e\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/82064857539e6286522c347b4b11331b48dd2378\"\u003e\u003ccode\u003e8206485\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c910e0139f983d0e04e2d1d235cd71803afeae34\"\u003e\u003ccode\u003ec910e01\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/063b5bf582d31fb155cc6bc6f88cf512329d0fd5\"\u003e\u003ccode\u003e063b5bf\u003c/code\u003e\u003c/a\u003e ♻️ Do not accept underscore headers when using \u003ccode\u003econvert_underscores=True\u003c/code\u003e (th...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/22b02e26f9e8c7e32bd8266e2b0ebe8bb3a0db2b\"\u003e\u003ccode\u003e22b02e2\u003c/code\u003e\u003c/a\u003e 🔖 Release version 0.136.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3b252a2a22ba27a8ab83d6bde7d9cddbc5bf738e\"\u003e\u003ccode\u003e3b252a2\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/c7fb7851b3389f24c51701d705458989be53ccbb\"\u003e\u003ccode\u003ec7fb785\u003c/code\u003e\u003c/a\u003e ♻️ Validate Server Sent Event fields to avoid applications from sending broke...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/cb83b83dcf78eab4ea17d504db5abcda705fbdc4\"\u003e\u003ccode\u003ecb83b83\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/00f805cec94c0bf48c1f9a563535a3ab2e6f90ab\"\u003e\u003ccode\u003e00f805c\u003c/code\u003e\u003c/a\u003e ✅ Update tests, don't double dispose the engine (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15587\"\u003e#15587\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/3675137523dc167981aa3a3c44599b4f3079ccd8\"\u003e\u003ccode\u003e3675137\u003c/code\u003e\u003c/a\u003e 📝 Update release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/fastapi/fastapi/commit/7b57e42986bb4d40c9eb6580537d13fb8e76097e\"\u003e\u003ccode\u003e7b57e42\u003c/code\u003e\u003c/a\u003e 📝 Document \u003ccode\u003e--entrypoint\u003c/code\u003e CLI option (\u003ca href=\"https://redirect.github.com/fastapi/fastapi/issues/15464\"\u003e#15464\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/fastapi/fastapi/compare/0.115.14...0.136.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `uvicorn` from 0.32.1 to 0.49.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/uvicorn/releases\"\u003euvicorn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.49.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eBump httptools minimum version to 0.8.0 by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2962\"\u003eKludex/uvicorn#2962\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eConsume duplicate forwarding headers in ProxyHeadersMiddleware (reverses the 0.48.0 behavior of ignoring them) by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2971\"\u003eKludex/uvicorn#2971\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.48.0...0.49.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.48.0...0.49.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.48.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003essl_ciphers\u003c/code\u003e to \u003ccode\u003eNone\u003c/code\u003e and use OpenSSL defaults by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2940\"\u003eKludex/uvicorn#2940\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eIgnore duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2944\"\u003eKludex/uvicorn#2944\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.47.0...0.48.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.47.0...0.48.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.47.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eEagerly import the ASGI app in the parent process by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2919\"\u003eKludex/uvicorn#2919\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003essl_context_factory\u003c/code\u003e for custom \u003ccode\u003eSSLContext\u003c/code\u003e configuration by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2920\"\u003eKludex/uvicorn#2920\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eTreat \u003ccode\u003efd=0\u003c/code\u003e as a valid file descriptor with reload/workers by \u003ca href=\"https://github.com/eltoder\"\u003e\u003ccode\u003e@​eltoder\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2927\"\u003eKludex/uvicorn#2927\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.46.0...0.47.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.46.0...0.47.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.46.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_max_size\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2915\"\u003eKludex/uvicorn#2915\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_ping_interval\u003c/code\u003e and \u003ccode\u003ews_ping_timeout\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2916\"\u003eKludex/uvicorn#2916\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eUse \u003ccode\u003ebytearray\u003c/code\u003e for incoming WebSocket message buffer in websockets-sansio by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2917\"\u003eKludex/uvicorn#2917\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.45.0...0.46.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.45.0...0.46.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.45.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePreserve forwarded client ports in proxy headers middleware by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2903\"\u003eKludex/uvicorn#2903\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003eos.PathLike\u003c/code\u003e for \u003ccode\u003elog_config\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2905\"\u003eKludex/uvicorn#2905\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003elog_level\u003c/code\u003e strings case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2907\"\u003eKludex/uvicorn#2907\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRaise helpful \u003ccode\u003eImportError\u003c/code\u003e when PyYAML is missing for YAML log config by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2906\"\u003eKludex/uvicorn#2906\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRevert empty context for ASGI runs by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2911\"\u003eKludex/uvicorn#2911\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003e--reset-contextvars\u003c/code\u003e flag to isolate ASGI request context by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2912\"\u003eKludex/uvicorn#2912\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRevert \u0026quot;Emit \u003ccode\u003ehttp.disconnect\u003c/code\u003e on server shutdown for streaming responses\u0026quot; (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2829\"\u003e#2829\u003c/a\u003e) by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2913\"\u003eKludex/uvicorn#2913\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Krishnachaitanyakc\"\u003e\u003ccode\u003e@​Krishnachaitanyakc\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2870\"\u003eKludex/uvicorn#2870\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.44.0...0.45.0\"\u003ehttps://github.com/Kludex/uvicorn/compare/0.44.0...0.45.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.44.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eImplement websocket keepalive pings for websockets-sansio by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/uvicorn/pull/2888\"\u003eKludex/uvicorn#2888\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/uvicorn/blob/main/docs/release-notes.md\"\u003euvicorn's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.49.0 (June 3, 2026)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eBump \u003ccode\u003ehttptools\u003c/code\u003e minimum version to 0.8.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2962\"\u003e#2962\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eConsume duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e (reverses the 0.48.0 behavior of ignoring them) (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2971\"\u003e#2971\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.48.0 (May 24, 2026)\u003c/h2\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eDefault \u003ccode\u003essl_ciphers\u003c/code\u003e to \u003ccode\u003eNone\u003c/code\u003e and use OpenSSL defaults (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2940\"\u003e#2940\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eIgnore duplicate forwarding headers in \u003ccode\u003eProxyHeadersMiddleware\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2944\"\u003e#2944\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.47.0 (May 14, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003essl_context_factory\u003c/code\u003e for custom \u003ccode\u003eSSLContext\u003c/code\u003e configuration (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2920\"\u003e#2920\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eEagerly import the ASGI app in the parent process (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2919\"\u003e#2919\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eTreat \u003ccode\u003efd=0\u003c/code\u003e as a valid file descriptor with reload/workers (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2927\"\u003e#2927\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.46.0 (April 23, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_max_size\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2915\"\u003e#2915\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003ews_ping_interval\u003c/code\u003e and \u003ccode\u003ews_ping_timeout\u003c/code\u003e in \u003ccode\u003ewsproto\u003c/code\u003e implementation (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2916\"\u003e#2916\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eUse \u003ccode\u003ebytearray\u003c/code\u003e for incoming WebSocket message buffer in \u003ccode\u003ewebsockets-sansio\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2917\"\u003e#2917\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.45.0 (April 21, 2026)\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eAdd \u003ccode\u003e--reset-contextvars\u003c/code\u003e flag to isolate ASGI request context (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2912\"\u003e#2912\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003eos.PathLike\u003c/code\u003e for \u003ccode\u003elog_config\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2905\"\u003e#2905\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAccept \u003ccode\u003elog_level\u003c/code\u003e strings case-insensitively (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2907\"\u003e#2907\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/3ef2e3e08e3d9ad9572800f8bc54f3eaed9eab0a\"\u003e\u003ccode\u003e3ef2e3e\u003c/code\u003e\u003c/a\u003e Version 0.49.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2973\"\u003e#2973\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/eeb64b1d1c95a14096ed3313377c74b485f558fc\"\u003e\u003ccode\u003eeeb64b1\u003c/code\u003e\u003c/a\u003e Consume duplicate forwarding headers in ProxyHeadersMiddleware (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2971\"\u003e#2971\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/630f4aca14e79183617c71be714030842a1041c5\"\u003e\u003ccode\u003e630f4ac\u003c/code\u003e\u003c/a\u003e Make the watchfiles reload tests deterministic (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2972\"\u003e#2972\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/9154922e3730f7aba68ecc3ecbf536680ee8fd1c\"\u003e\u003ccode\u003e9154922\u003c/code\u003e\u003c/a\u003e chore(deps): bump the github-actions group across 1 directory with 6 updates ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/739727a1d80e468d1e47e98bbd824ee9e3c9554b\"\u003e\u003ccode\u003e739727a\u003c/code\u003e\u003c/a\u003e Migrate docs deploy from Cloudflare Pages to Workers (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2967\"\u003e#2967\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/be4a240488d3fb678a11b8e8f83505266f5f1de7\"\u003e\u003ccode\u003ebe4a240\u003c/code\u003e\u003c/a\u003e Gate docs preview deploy on Cloudflare token presence (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2966\"\u003e#2966\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/c489d7e10dfe653a2bba914feedf2a632a026e6f\"\u003e\u003ccode\u003ec489d7e\u003c/code\u003e\u003c/a\u003e Bump httptools minimum version to 0.8.0 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2962\"\u003e#2962\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/9f547bd82ef52bcba206e04170b359bd6daa25b3\"\u003e\u003ccode\u003e9f547bd\u003c/code\u003e\u003c/a\u003e Skip docs preview deploy for Dependabot PRs (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2961\"\u003e#2961\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/44446b894e37ca76830d6aa83df4349795400ed4\"\u003e\u003ccode\u003e44446b8\u003c/code\u003e\u003c/a\u003e Migrate documentation from MkDocs Material to Zensical (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2959\"\u003e#2959\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/uvicorn/commit/cfd659c4f18b526adce9c255c96707bab20af40c\"\u003e\u003ccode\u003ecfd659c\u003c/code\u003e\u003c/a\u003e Bump pymdown-extensions to 10.21.3 (\u003ca href=\"https://redirect.github.com/Kludex/uvicorn/issues/2958\"\u003e#2958\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/uvicorn/compare/0.32.1...0.49.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `python-multipart` from 0.0.20 to 0.0.32\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/releases\"\u003epython-multipart's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.0.32\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReplace per-byte partial-boundary scan with rfind lookbehind by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/300\"\u003eKludex/python-multipart#300\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.31...0.0.32\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.31...0.0.32\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.31\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up multipart header parsing and callback dispatch by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/295\"\u003eKludex/python-multipart#295\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBound header field name size before validating by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/296\"\u003eKludex/python-multipart#296\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eValidate Content-Length is non-negative in parse_form by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/297\"\u003eKludex/python-multipart#297\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.30...0.0.31\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.30\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eTreat only \u003ccode\u003e\u0026amp;\u003c/code\u003e as the urlencoded field separator by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/290\"\u003eKludex/python-multipart#290\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eIgnore RFC 2231 extended parameters in \u003ccode\u003eparse_options_header\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/291\"\u003eKludex/python-multipart#291\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.29...0.0.30\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.29\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle malformed RFC 2231 continuations in \u003ccode\u003eparse_options_header\u003c/code\u003e by \u003ca href=\"https://github.com/manunio\"\u003e\u003ccode\u003e@​manunio\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/270\"\u003eKludex/python-multipart#270\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.28...0.0.29\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.28\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary tail scan via \u003ccode\u003ebytes.find\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/281\"\u003eKludex/python-multipart#281\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCap multipart boundary length at 256 bytes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/282\"\u003eKludex/python-multipart#282\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.27...0.0.28\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.27\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePass parse offsets via constructors by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003eKludex/python-multipart#268\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd multipart header limits by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003eKludex/python-multipart#267\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.26\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before first multipart boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003eKludex/python-multipart#262\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003eKludex/python-multipart#259\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md\"\u003epython-multipart's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.32 (2026-06-04)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary scanning for CR/LF-dense part data \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/300\"\u003e#300\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.31 (2026-06-04)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up multipart header parsing and callback dispatch \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/295\"\u003e#295\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eBound header field name size before validating \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/296\"\u003e#296\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eValidate \u003ccode\u003eContent-Length\u003c/code\u003e is non-negative in \u003ccode\u003eparse_form\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/297\"\u003e#297\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.30 (2026-05-31)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eParse \u003ccode\u003eapplication/x-www-form-urlencoded\u003c/code\u003e bodies per the WHATWG URL standard, treating only \u003ccode\u003e\u0026amp;\u003c/code\u003e as a field separator \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/290\"\u003e#290\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eIgnore RFC 2231/5987 extended parameters (\u003ccode\u003ename*\u003c/code\u003e, \u003ccode\u003efilename*\u003c/code\u003e) in \u003ccode\u003eparse_options_header\u003c/code\u003e, keeping the plain parameter authoritative per \u003ca href=\"https://datatracker.ietf.org/doc/html/rfc7578#section-4.2\"\u003eRFC 7578 §4.2\u003c/a\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/291\"\u003e#291\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.29 (2026-05-17)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle malformed RFC 2231 continuations in \u003ccode\u003eparse_options_header\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/270\"\u003e#270\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.28 (2026-05-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSpeed up partial-boundary tail scan via \u003ccode\u003ebytes.find\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/281\"\u003e#281\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eCap multipart boundary length at 256 bytes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/282\"\u003e#282\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.27 (2026-04-27)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd multipart header limits \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003e#267\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003ePass parse offsets via constructors \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003e#268\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.26 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before the first multipart boundary more efficiently \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003e#262\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing multipart boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003e#259\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.25 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd MIME content type info to \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003e#143\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003e#258\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eRemove custom \u003ccode\u003eFormParser\u003c/code\u003e classes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003e#257\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003e#254\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003e#230\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003e#252\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eApply Apache-2.0 properly \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003e#247\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.24 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003e#244\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.23 (2026-04-05)\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/238ead62a0bb6f6cdfe122708faa13812f59f9a6\"\u003e\u003ccode\u003e238ead6\u003c/code\u003e\u003c/a\u003e Version 0.0.32 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/302\"\u003e#302\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/86729796093b04f7cf414ea6c2c4499e2a5750af\"\u003e\u003ccode\u003e8672979\u003c/code\u003e\u003c/a\u003e Replace per-byte partial-boundary scan with rfind lookbehind (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/300\"\u003e#300\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/8190779d8234c8bf8cbed7891c11d4bfb79e84df\"\u003e\u003ccode\u003e8190779\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 7 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/301\"\u003e#301\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/0d3c086d237f6fd20fefe8853e95979276a07c44\"\u003e\u003ccode\u003e0d3c086\u003c/code\u003e\u003c/a\u003e Use uv package ecosystem for Dependabot (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/299\"\u003e#299\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/4cffc68a165f7a6f6b7756ce006fabf07a05b7a4\"\u003e\u003ccode\u003e4cffc68\u003c/code\u003e\u003c/a\u003e Version 0.0.31 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/298\"\u003e#298\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/c814948acf509cef7881fa75c969969b19239bbf\"\u003e\u003ccode\u003ec814948\u003c/code\u003e\u003c/a\u003e Reject negative \u003ccode\u003eContent-Length\u003c/code\u003e in \u003ccode\u003eparse_form\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/297\"\u003e#297\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6b837d47bc68826ed5cbbcb50c6c6a6093444494\"\u003e\u003ccode\u003e6b837d4\u003c/code\u003e\u003c/a\u003e Bound header field name size before validating (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/296\"\u003e#296\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/e0c4f9df2e737d1663fbbdd6563f80613a2089f9\"\u003e\u003ccode\u003ee0c4f9d\u003c/code\u003e\u003c/a\u003e Bump the github-actions group with 3 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/294\"\u003e#294\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/b8a01bb683e8e8675fdb5d831b206a478c8215aa\"\u003e\u003ccode\u003eb8a01bb\u003c/code\u003e\u003c/a\u003e Bump the python-packages group with 3 updates (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/293\"\u003e#293\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6732164f30c58e28589a1e22213d2f6b8c6bad9f\"\u003e\u003ccode\u003e6732164\u003c/code\u003e\u003c/a\u003e Speed up multipart header parsing and callback dispatch (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/295\"\u003e#295\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.20...0.0.32\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sqlalchemy` from 2.0.49 to 2.0.50\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/sqlalchemy/sqlalchemy/releases\"\u003esqlalchemy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e2.0.50\u003c/h1\u003e\n\u003cp\u003eReleased: May 24, 2026\u003c/p\u003e\n\u003ch2\u003eorm\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where using \u003ccode\u003e_orm.joinedload()\u003c/code\u003e with\n\u003ccode\u003ePropComparator.of_type()\u003c/code\u003e targeting a joined-table subclass combined\nwith \u003ccode\u003ePropComparator.and_()\u003c/code\u003e referencing a column on that subclass\nwould generate invalid SQL, where the subclass column was not adapted to\nthe subquery alias.  Pull request courtesy Joaquin Hui Gomez.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13203\"\u003e#13203\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where the presence of a \u003ccode\u003eSessionEvents.do_orm_execute()\u003c/code\u003e\nevent hook would cause internal execution options such as \u003ccode\u003eyield_per\u003c/code\u003e and\nloader-specific state from the first \u003ccode\u003eorm_pre_session_exec\u003c/code\u003e pass to leak\ninto the second pass, leading to errors when using relationship loaders\nsuch as \u003ccode\u003eselectinload()\u003c/code\u003e and \u003ccode\u003eimmediateload()\u003c/code\u003e.  The execution\noptions passed to the second compilation pass are now based on the original\noptions plus only the explicit updates made via\n\u003ccode\u003eORMExecuteState.update_execution_options()\u003c/code\u003e within the event hook.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13301\"\u003e#13301\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[orm] [bug]\u003c/strong\u003e Fixed issue where using \u003ccode\u003e_orm.with_polymorphic()\u003c/code\u003e on a leaf class (a\nsubclass with no further descendants) or a non-inherited class would fail\nwith an \u003ccode\u003eAttributeError\u003c/code\u003e when used in an ORM statement, due to\n\u003ccode\u003e_orm.configure_mappers()\u003c/code\u003e not being triggered implicitly. The fix\nensures that \u003ccode\u003eAliasedInsp\u003c/code\u003e participates in the \u003ccode\u003e_post_inspect\u003c/code\u003e\nhook, triggering mapper configuration during ORM statement compilation.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/13319\"\u003e#13319\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003esql\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e[sql] [bug]\u003c/strong\u003e Fixed issue where floor division (\u003ccode\u003e//\u003c/code\u003e) between a \u003ccode\u003eFloat\u003c/code\u003e or\n\u003ccode\u003eNumeric\u003c/code\u003e numerator and an \u003ccode\u003eInteger\u003c/code\u003e denominator would omit\nthe \u003ccode\u003eFLOOR()\u003c/code\u003e SQL wrapper on dialects where\n\u003ccode\u003eDialect.div_is_floordiv\u003c/code\u003e is \u003ccode\u003eTrue\u003c/code\u003e (the default, including\nPostgreSQL and SQLite).  \u003ccode\u003eFLOOR()\u003c/code\u003e is now applied if either the\ndenominator or the numerator is a non-integer, so that expressions such as\n\u003ccode\u003efloat_col // int_col\u003c/code\u003e render as \u003ccode\u003eFLOOR(float_col / int_col)\u003c/code\u003e instead\nof the incorrect \u003ccode\u003efloat_col / int_col\u003c/code\u003e.  Pull request courtesy r266-tech.\u003c/p\u003e\n\u003cp\u003eReferences: \u003ca href=\"https://www.sqlalchemy.org/trac/ticket/10528\"\u003e#10528\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003epostgresql\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/sqlalchemy/sqlalchemy/commits\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `asyncpg` from 0.30.0 to 0.31.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/MagicStack/asyncpg/releases\"\u003easyncpg's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.31.0\u003c/h2\u003e\n\u003cp\u003eEnable Python 3.14 with experimental subinterpreter/freethreading\nsupport.\u003c/p\u003e\n\u003ch1\u003eImprovements\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eAdd Python 3.14 support, experimental subinterpreter/freethreading support (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1279\"\u003e#1279\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 9e42642b)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAvoid performing type introspection on known types (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1243\"\u003e#1243\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 5c9986c4)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eMake \u003ccode\u003eprepare()\u003c/code\u003e not use named statements by default when cache is disabled (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1245\"\u003e#1245\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 5b14653e)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eImplement connection service file functionality (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1223\"\u003e#1223\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/AndrewJackson2020\"\u003e\u003ccode\u003e@​AndrewJackson2020\u003c/code\u003e\u003c/a\u003e in 1d63bb15)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eFixes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eFix multi port connection string issue (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1222\"\u003e#1222\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/AndrewJackson2020\"\u003e\u003ccode\u003e@​AndrewJackson2020\u003c/code\u003e\u003c/a\u003e in 01c0db7b)\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eAvoid leaking connections if _can_use_connection fails (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1269\"\u003e#1269\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/yuliy-openai\"\u003e\u003ccode\u003e@​yuliy-openai\u003c/code\u003e\u003c/a\u003e in e94302d2)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eOther\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eDrop support for EOL Python 3.8 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1281\"\u003e#1281\u003c/a\u003e)\n(by \u003ca href=\"https://github.com/elprans\"\u003e\u003ccode\u003e@​elprans\u003c/code\u003e\u003c/a\u003e in 6c2c4904)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/71775a67277fc0aa5bd2b9f15e848826d7078c4d\"\u003e\u003ccode\u003e71775a6\u003c/code\u003e\u003c/a\u003e asyncpg v0.31.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/508cae6441968ef7613a623fece7083cce66c2b3\"\u003e\u003ccode\u003e508cae6\u003c/code\u003e\u003c/a\u003e Test on PostgreSQL 18 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1290\"\u003e#1290\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/e534e5f15c73525a6509143b3828335517360f1b\"\u003e\u003ccode\u003ee534e5f\u003c/code\u003e\u003c/a\u003e Bump cibuildwheel\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/07fe5122a680f5768e39fc28d68c94b185037a52\"\u003e\u003ccode\u003e07fe512\u003c/code\u003e\u003c/a\u003e Bump pgproto\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/648b35f18199ebf2a30009376a6e9060cf7ad789\"\u003e\u003ccode\u003e648b35f\u003c/code\u003e\u003c/a\u003e Bump Cython to 3.2.1 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1288\"\u003e#1288\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/9e42642b9110d206706697921b6e697a0972649d\"\u003e\u003ccode\u003e9e42642\u003c/code\u003e\u003c/a\u003e Add Python 3.14 support, experimental subinterpreter/freethreading support (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/6fe1c494ef5c3069fa9149c48bf9f8f2cd69f95e\"\u003e\u003ccode\u003e6fe1c49\u003c/code\u003e\u003c/a\u003e Move development deps away from extras and into dependency groups (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1280\"\u003e#1280\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/7a548166c2b23561915c481bd332013e3a415cfb\"\u003e\u003ccode\u003e7a54816\u003c/code\u003e\u003c/a\u003e Fix a couple of missed Python version guards\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/6c2c4904e61b2cd2f502540730a24e246cff2ebd\"\u003e\u003ccode\u003e6c2c490\u003c/code\u003e\u003c/a\u003e Drop support for EOL Python 3.8 (\u003ca href=\"https://redirect.github.com/MagicStack/asyncpg/issues/1281\"\u003e#1281\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/MagicStack/asyncpg/commit/4c60ae890d1f3800f889679657357f91a6923568\"\u003e\u003ccode\u003e4c60ae8\u003c/code\u003e\u003c/a\u003e Bump version to 0.31.0.dev0\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/MagicStack/asyncpg/compare/v0.30.0...v0.31.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `greenlet` from 3.5.0 to 3.5.1\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-greenlet/greenlet/blob/master/CHANGES.rst\"\u003egreenlet's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003e3.5.1 (2026-05-20)\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003eAdd preliminary support for Python 3.15b1. This has not been\nreviewed by CPython core developers, but all tests pass. Binary\nwheels of this version won't work on earlier Python 3.15 builds and\nmay not work on later 3.15 builds.\u003c/li\u003e\n\u003cli\u003eFix the discrepancy in the way the two \u003ccode\u003egetcurrent\u003c/code\u003e APIs behave\nduring greenlet teardown. One API (the C API used by, e.g.,  gevent) raised a\n\u003ccode\u003eRuntimeError\u003c/code\u003e; the other (the Python \u003ccode\u003egreenlet.getcurrent\u003c/code\u003e API)\nreturned \u003ccode\u003eNone\u003c/code\u003e. This second way is incompatible with greenlet's type\nannotations, so \u003ccode\u003egreenlet.getcurrent\u003c/code\u003e now raises a\n\u003ccode\u003eRuntimeError\u003c/code\u003e as well.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/b5e5fc43a51c27ecffa1b1c7107c91464a6b26e2\"\u003e\u003ccode\u003eb5e5fc4\u003c/code\u003e\u003c/a\u003e Preparing release 3.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/c8e177413d34bc36ed56d2c185c232ab0538be90\"\u003e\u003ccode\u003ec8e1774\u003c/code\u003e\u003c/a\u003e Tweak wording in CHANGES about greenlet.getcurrent.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/7fb10c570f37b3eb4c8909c6164fdfac3269ddb6\"\u003e\u003ccode\u003e7fb10c5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/python-greenlet/greenlet/issues/510\"\u003e#510\u003c/a\u003e from python-greenlet/315\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/9718ce5a23ea3360232b78a806a837d6c3d6183d\"\u003e\u003ccode\u003e9718ce5\u003c/code\u003e\u003c/a\u003e Add Py 3.15; make both API versions of getcurrent() consistent in raising Run...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/276e08afc4ddba87e4366390e3eeaecd61ccb3b8\"\u003e\u003ccode\u003e276e08a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/python-greenlet/greenlet/issues/509\"\u003e#509\u003c/a\u003e from python-greenlet/dependabot/github_actions/github...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/32b0ad69828eb69d879c70dbee948e685268901b\"\u003e\u003ccode\u003e32b0ad6\u003c/code\u003e\u003c/a\u003e Bump pypa/gh-action-pypi-publish in the github-actions group\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-greenlet/greenlet/commit/173b692dc84288ef41572612ac744754f98eaa90\"\u003e\u003ccode\u003e173b692\u003c/code\u003e\u003c/a\u003e Back to development: 3.5.1\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/python-greenlet/greenlet/compare/3.5.0...3.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pyjwt` from 2.12.1 to 2.13.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jpadilla/pyjwt/releases\"\u003epyjwt's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.13.0\u003c/h2\u003e\n\u003ch1\u003ePyJWT 2.13.0 — Security Release\u003c/h1\u003e\n\u003cp\u003eThis release bundles five security fixes plus three additional hardening / spec-compliance changes. We recommend all users upgrade.\u003c/p\u003e\n\u003ch2\u003eSecurity\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx\"\u003e\u003ccode\u003eGHSA-xgmm-8j9v-c9wx\u003c/code\u003e\u003c/a\u003e — JWK JSON accepted as HMAC secret (algorithm confusion).\u003c/strong\u003e \u003ccode\u003eHMACAlgorithm.prepare_key\u003c/code\u003e previously rejected PEM- and SSH-formatted asymmetric keys but did not catch a JWK passed as a raw JSON string. In a verifier configured with both symmetric and asymmetric algorithms in \u003ccode\u003ealgorithms=[…]\u003c/code\u003e and a raw-JSON JWK as the key, an attacker could forge HS256 tokens using the JWK text as the HMAC secret. The guard has been extended to reject any JWK-shaped JSON. \u003cem\u003eReported by \u003ca href=\"https://github.com/aradona91\"\u003e\u003ccode\u003e@​aradona91\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f\"\u003e\u003ccode\u003eGHSA-jq35-7prp-9v3f\u003c/code\u003e\u003c/a\u003e — Algorithm allow-list bypass with \u003ccode\u003ePyJWK\u003c/code\u003e / \u003ccode\u003ePyJWKClient\u003c/code\u003e.\u003c/strong\u003e When verifying with a \u003ccode\u003ePyJWK\u003c/code\u003e, the caller's \u003ccode\u003ealgorithms=[…]\u003c/code\u003e allow-list was checked against the token header \u003ccode\u003ealg\u003c/code\u003e as a string only; actual verification used the algorithm bound to the \u003ccode\u003ePyJWK\u003c/code\u003e. An attacker who controlled a registered JWKS key could sign with one algorithm and advertise another on the header. PyJWT now requires the token header \u003ccode\u003ealg\u003c/code\u003e to match the \u003ccode\u003ePyJWK\u003c/code\u003e's algorithm before verification. \u003cem\u003eReported by \u003ca href=\"https://github.com/sushi-gif\"\u003e\u003ccode\u003e@​sushi-gif\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39\"\u003e\u003ccode\u003eGHSA-w7vc-732c-9m39\u003c/code\u003e\u003c/a\u003e — DoS via base64 decode of unused payload segment when \u003ccode\u003eb64=false\u003c/code\u003e.\u003c/strong\u003e For detached-payload JWS (\u003ccode\u003eb64=false\u003c/code\u003e), the compact-form payload segment was base64-decoded before being discarded in favor of the caller-supplied \u003ccode\u003edetached_payload\u003c/code\u003e. An attacker could inflate the unused segment to force CPU + memory cost without holding a valid signature. The segment is now required to be empty per RFC 7515 Appendix F, and is no longer decoded. \u003cem\u003eReported by \u003ca href=\"https://github.com/thesmartshadow\"\u003e\u003ccode\u003e@​thesmartshadow\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4\"\u003e\u003ccode\u003eGHSA-993g-76c3-p5m4\u003c/code\u003e\u003c/a\u003e — \u003ccode\u003ePyJWKClient\u003c/code\u003e accepts non-HTTP(S) URIs.\u003c/strong\u003e \u003ccode\u003ePyJWKClient.fetch_data\u003c/code\u003e passed its URI to \u003ccode\u003eurllib.request.urlopen\u003c/code\u003e, which by default also handles \u003ccode\u003efile://\u003c/code\u003e, \u003ccode\u003eftp://\u003c/code\u003e, and \u003ccode\u003edata:\u003c/code\u003e schemes. An application that fed an attacker-influenced URI into \u003ccode\u003ePyJWKClient\u003c/code\u003e could be coerced into reading local files or reaching other unintended schemes. \u003ccode\u003ePyJWKClient\u003c/code\u003e now rejects any URI whose scheme isn't \u003ccode\u003ehttp\u003c/code\u003e or \u003ccode\u003ehttps\u003c/code\u003e. \u003cem\u003eReported by \u003ca href=\"https://github.com/KEIJOT\"\u003e\u003ccode\u003e@​KEIJOT\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8\"\u003e\u003ccode\u003eGHSA-fhv5-28vv-h8m8\u003c/code\u003e\u003c/a\u003e — \u003ccode\u003ePyJWKClient\u003c/code\u003e cache wiped on fetch error.\u003c/strong\u003e A \u003ccode\u003efinally\u003c/code\u003e-block \u003ccode\u003eput(jwk_set=None)\u003c/code\u003e cleared the JWK Set cache whenever a fetch raised, turning a transient JWKS-endpoint outage into application-wide auth failure. The cache write was moved into the success path; transient errors no longer evict valid cached keys. \u003cem\u003eReported by \u003ca href=\"https://github.com/eddieran\"\u003e\u003ccode\u003e@​eddieran\u003c/code\u003e\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eFixed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eReject empty HMAC keys outright in \u003ccode\u003eHMACAlgorithm.prepare_key\u003c/code\u003e with \u003ccode\u003eInvalidKeyError\u003c/code\u003e instead of accepting them with only a warning. Defends against the \u003ccode\u003eos.getenv(\u0026quot;JWT_SECRET\u0026quot;, \u0026quot;\u0026quot;)\u003c/code\u003e footgun. \u003cem\u003eThanks to \u003ca href=\"https://github.com/SnailSploit\"\u003e\u003ccode\u003e@​SnailSploit\u003c/code\u003e\u003c/a\u003e and \u003ca href=\"https://github.com/spartan8806\"\u003e\u003ccode\u003e@​spartan8806\u003c/code\u003e\u003c/a\u003e for the reports.\u003c/em\u003e\u003c/li\u003e\n\u003cli\u003eForward per-call \u003ccode\u003eoptions\u003c/code\u003e (including \u003ccode\u003eenforce_minimum_key_length\u003c/code\u003e) from \u003ccode\u003ePyJWT.decode\u003c/code\u003e through to \u003ccode\u003ePyJWS._verify_signature\u003c/code\u003e. The option was previously silently dropped between the two layers, so it only took effect when set on the \u003ccode\u003ePyJWT\u003c/code\u003e instance. \u003cem\u003eThanks to \u003ca href=\"https://github.com/WLUB\"\u003e\u003ccode\u003e@​WLUB\u003c/code\u003e\u003c/a\u003e for the report.\u003c/em\u003e\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eRFC 7797 §3 compliance for \u003ccode\u003eb64=false\u003c/code\u003e:\u003c/strong\u003e the encoder now auto-adds \u003ccode\u003e\u0026quot;b64\u0026quot;\u003c/code\u003e to \u003ccode\u003ecrit\u003c/code\u003e, and the decoder rejects tokens that set \u003ccode\u003eb64=false\u003c/code\u003e without listing it in \u003ccode\u003ecrit\u003c/code\u003e. \u003cem\u003eThanks to \u003ca href=\"https://github.com/MachineLearning-Nerd\"\u003e\u003ccode\u003e@​MachineLearning-Nerd\u003c/code\u003e\u003c/a\u003e for the report.\u003c/em\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eChanged\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMigrate the \u003ccode\u003edev\u003c/code\u003e, \u003ccode\u003edocs\u003c/code\u003e, and \u003ccode\u003etests\u003c/code\u003e package extras to dependency groups, by \u003ca href=\"https://github.com/kurtmckee\"\u003e\u003ccode\u003e@​kurtmckee\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/pull/1152\"\u003e#1152\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eUpgrade notes\u003c/h2\u003e\n\u003cp\u003eMost fixes are invisible to correctly-configured callers. A few behavioral changes you may encounter:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eEmpty HMAC keys now raise.\u003c/strong\u003e If your app passed \u003ccode\u003e\u0026quot;\u0026quot;\u003c/code\u003e or \u003ccode\u003eb\u0026quot;\u0026quot;\u003c/code\u003e as a secret (often via a missing env var, e.g. \u003ccode\u003eos.getenv(\u0026quot;JWT_SECRET\u0026quot;, \u0026quot;\u0026quot;)\u003c/code\u003e), \u003ccode\u003eencode\u003c/code\u003e/\u003ccode\u003edecode\u003c/code\u003e will now raise \u003ccode\u003eInvalidKeyError\u003c/code\u003e. This is the intended behavior — fix the configuration.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePyJWK\u003c/code\u003e decoding now requires the token's \u003ccode\u003ealg\u003c/code\u003e to match the JWK's algorithm.\u003c/strong\u003e Previously a mismatch was silently honored if the header \u003ccode\u003ealg\u003c/code\u003e appeared in the allow-list. Tokens that relied on this mismatch will now fail with \u003ccode\u003eInvalidAlgorithmError\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003ePyJWKClient\u003c/code\u003e now rejects non-HTTP(S) URIs at construction time.\u003c/strong\u003e Tests or dev environments that fetched JWKS from \u003ccode\u003efile://\u003c/code\u003e URIs need to switch to a local HTTP server or load the JWKS by other means (e.g. construct \u003ccode\u003ePyJWKSet.from_dict(...)\u003c/code\u003e directly).\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eb64=false\u003c/code\u003e tokens are now strictly RFC 7515 / 7797 compliant.\u003c/strong\u003e Tokens with a non-empty compact-form payload segment, or that omit \u003ccode\u003e\u0026quot;b64\u0026quot;\u003c/code\u003e from \u003ccode\u003ecrit\u003c/code\u003e, will be rejected. PyJWT-produced tokens always satisfy both invariants, so round-trips through PyJWT are unaffected.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003e\u003ccode\u003eenforce_minimum_key_length\u003c/code\u003e set per-call now takes effect.\u003c/strong\u003e Callers who passed \u003ccode\u003eoptions={\u0026quot;enforce_minimum_key_length\u0026quot;: True}\u003c/code\u003e to \u003ccode\u003ejwt.decode()\u003c/code\u003e previously got no enforcement; they will now get \u003ccode\u003eInvalidKeyError\u003c/code\u003e on undersized keys, as documented.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull changelog:\u003c/strong\u003e \u003ca href=\"https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\"\u003ehttps://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\u003c/a\u003e\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst\"\u003epyjwt's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e\u003ccode\u003ev2.13.0 \u0026lt;https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\u0026gt;\u003c/code\u003e__\u003c/h2\u003e\n\u003cp\u003eSecurity\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\n- Reject JWK JSON documents passed as raw HMAC secrets in\n  ``HMACAlgorithm.prepare_key`` to close an algorithm-confusion gap that\n  the existing PEM/SSH guard did not cover. Reported by @aradona91 in\n  `GHSA-xgmm-8j9v-c9wx \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-xgmm-8j9v-c9wx\u0026gt;`__.\n- Bind the JWT header ``alg`` to ``PyJWK.algorithm_name`` during\n  verification so the caller's ``algorithms=[...]`` allow-list cannot be\n  bypassed when decoding with a ``PyJWK`` / ``PyJWKClient`` key. Reported\n  by @sushi-gif in `GHSA-jq35-7prp-9v3f \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-jq35-7prp-9v3f\u0026gt;`__.\n- Reject non-``http(s)`` URI schemes in ``PyJWKClient`` so attacker-\n  influenced URIs cannot read local files or reach unintended schemes via\n  urllib's default ``file://`` / ``ftp://`` / ``data:`` handlers. Reported\n  by @KEIJOT in `GHSA-993g-76c3-p5m4 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-993g-76c3-p5m4\u0026gt;`__.\n- Preserve the cached JWK Set on fetch errors in ``PyJWKClient.fetch_data``.\n  The previous ``finally``-block ``put(None)`` pattern cleared the cache\n  on any transient outage, turning one bad JWKS request into application-\n  wide auth failure. Reported by @eddieran in `GHSA-fhv5-28vv-h8m8 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-fhv5-28vv-h8m8\u0026gt;`__.\n- Skip the unconditional base64 decode of the compact-form payload segment\n  when ``b64=false`` is set in the protected header, and require that\n  segment to be empty (RFC 7515 Appendix F detached form). Closes an\n  unauthenticated DoS amplifier. Reported by @thesmartshadow in\n  `GHSA-w7vc-732c-9m39 \u0026lt;https://github.com/jpadilla/pyjwt/security/advisories/GHSA-w7vc-732c-9m39\u0026gt;`__.\n\u003cp\u003eFixed\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\n- Reject empty HMAC keys outright in ``HMACAlgorithm.prepare_key`` with\n  ``InvalidKeyError`` instead of accepting them with only a warning.\n  Thanks to @SnailSploit and @spartan8806 for independently flagging the\n  footgun.\n- Forward per-call ``options`` (including ``enforce_minimum_key_length``)\n  from ``PyJWT.decode`` through to ``PyJWS._verify_signature`` so the\n  option actually takes effect when set at the call site rather than only\n  on the ``PyJWT`` instance. Thanks to @WLUB for the report.\n- RFC 7797 §3 compliance for ``b64=false``: the encoder now auto-adds\n  ``\u0026amp;quot;b64\u0026amp;quot;`` to the ``crit`` header parameter, and the decoder rejects\n  tokens that set ``b64=false`` without listing it in ``crit``. Thanks to\n  @MachineLearning-Nerd for the report.\n\nChanged\n\u003c/code\u003e\u003c/pre\u003e\n\u003cul\u003e\n\u003cli\u003eMigrate the \u003ccode\u003edev\u003c/code\u003e, \u003ccode\u003edocs\u003c/code\u003e, and \u003ccode\u003etests\u003c/code\u003e package extras to dependency groups by \u003ca href=\"https://github.com/kurtmckee\"\u003e\u003ccode\u003e@​kurtmckee\u003c/code\u003e\u003c/a\u003e in \u003ccode\u003e[#1152](https://github.com/jpadilla/pyjwt/issues/1152) \u0026amp;lt;https://github.com/jpadilla/pyjwt/pull/1152\u0026amp;gt;\u003c/code\u003e__\n\u003c/code\u003e\u003c/pre\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/7144e4534c34810f4525dc4578a32addd8212cff\"\u003e\u003ccode\u003e7144e45\u003c/code\u003e\u003c/a\u003e Apply ruff format\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/d2f4bec4963897c0ef96ef64a875894f2c8542ab\"\u003e\u003ccode\u003ed2f4bec\u003c/code\u003e\u003c/a\u003e Restore \u003ccode\u003ecast()\u003c/code\u003e calls with cross-version \u003ccode\u003etype: ignore\u003c/code\u003e for \u003ccode\u003eprepare_key\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/22f478cebddd8294259c30f037ecb92b0b348774\"\u003e\u003ccode\u003e22f478c\u003c/code\u003e\u003c/a\u003e Remove redundant casts in \u003ccode\u003eRSAAlgorithm.prepare_key\u003c/code\u003e and `ECAlgorithm.prepare...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/95791b1759b8aa4f2203575d344d5c78564cdc81\"\u003e\u003ccode\u003e95791b1\u003c/code\u003e\u003c/a\u003e Bundle security fixes and hardening into 2.13.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/dcc27a9d3182a2349c30b160758785c6ce7a6508\"\u003e\u003ccode\u003edcc27a9\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1155\"\u003e#1155\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/9d08a9a1896845ed8eaf88e6f6ac61e5800c3e7a\"\u003e\u003ccode\u003e9d08a9a\u003c/code\u003e\u003c/a\u003e [pre-commit.ci] pre-commit autoupdate (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1146\"\u003e#1146\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/b87c10014d4109f0214fea188d00faaaf8a80e64\"\u003e\u003ccode\u003eb87c100\u003c/code\u003e\u003c/a\u003e Bump codecov/codecov-action from 5 to 6 (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1154\"\u003e#1154\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/jpadilla/pyjwt/commit/40e3147eb5f790d8d041772e5fc00728a176c812\"\u003e\u003ccode\u003e40e3147\u003c/code\u003e\u003c/a\u003e Migrate development extras to dependency groups (\u003ca href=\"https://redirect.github.com/jpadilla/pyjwt/issues/1152\"\u003e#1152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.8.0 to 1.9.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `numpy` from 2.4.5 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eSee full diff in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.5...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `prometheus-client` from 0.21.1 to 0.25.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/prometheus/client_python/releases\"\u003eprometheus-client's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.25.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eFix spaces in grouping key values for push_to_gateway by \u003ca href=\"https://github.com/veeceey\"\u003e\u003ccode\u003e@​veeceey\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1156\"\u003eprometheus/client_python#1156\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport MultiProcessCollector in RestrictedRegistry by \u003ca href=\"https://github.com/mathias-kende\"\u003e\u003ccode\u003e@​mathias-kende\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1150\"\u003eprometheus/client_python#1150\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/prometheus/client_python/compare/v0.24.1...v0.25.0\"\u003ehttps://github.com/prometheus/client_python/compare/v0.24.1...v0.25.0\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev0.24.1\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[Django] Pass correct registry to MultiProcessCollector by \u003ca href=\"https://github.com/jelly\"\u003e\u003ccode\u003e@​jelly\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1152\"\u003eprometheus/client_python#1152\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.24.0\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd an AIOHTTP exporter by \u003ca href=\"https://github.com/Lexicality\"\u003e\u003ccode\u003e@​Lexicality\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/prometheus/client_python/pull/1139\"\u003eprometheus/client_python#1139\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd remove_m...\n\n_Description has been truncated_","html_url":"https://github.com/AlexMatei1/honey-strike/pull/12","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/AlexMatei1%2Fhoney-strike/issues/12","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/12/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-08T00:11:04.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4609170118","node_id":"PR_kwDOQdJNdM7jtkGM","number":340,"state":"open","title":"pip(deps): bump scikit-learn from 1.8.0 to 1.9.0","user":"dependabot[bot]","labels":["dependencies"],"assignees":[],"locked":false,"comments_count":3,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-08T00:11:04.000Z","updated_at":"2026-06-08T01:24:56.599Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"pip(deps)","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility 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You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/ttlequals0/MinusPod/pull/340","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/ttlequals0%2FMinusPod/issues/340","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/340/packages"}},{"old_version":"1.6.1","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-07T22:11:12.000Z","version_change":"1.6.1 → 1.9.0","issue":{"uuid":"4608885696","node_id":"PR_kwDORQ8Eq87jsrVd","number":87,"state":"open","title":"chore(deps): bump the python-minor-patch group across 1 directory with 51 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-07T22:11:12.000Z","updated_at":"2026-06-08T01:04:54.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"python-minor-patch","update_count":51,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"torch","old_version":"2.11.0","new_version":"2.12.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"5.7.0","new_version":"5.10.2","repository_url":"https://github.com/huggingface/transformers"},{"name":"sentence-transformers","old_version":"5.4.1","new_version":"5.5.1","repository_url":"https://github.com/huggingface/sentence-transformers"},{"name":"openai","old_version":"2.32.0","new_version":"2.41.0","repository_url":"https://github.com/openai/openai-python"},{"name":"anthropic","old_version":"0.96.0","new_version":"0.107.1","repository_url":"https://github.com/anthropics/anthropic-sdk-python"},{"name":"langchain-core","old_version":"1.4.0","new_version":"1.4.1","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.8.4","new_version":"0.8.9","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"llama-index-core","old_version":"0.14.20","new_version":"0.14.22","repository_url":"https://github.com/run-llama/llama_index"},{"name":"fastapi","old_version":"0.136.0","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"pydantic","old_version":"2.13.1","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"python-multipart","old_version":"0.0.28","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"elevenlabs","old_version":"2.43.0","new_version":"2.51.0","repository_url":"https://github.com/elevenlabs/elevenlabs-python"},{"name":"onnxruntime","old_version":"1.22.0","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"onnxruntime-gpu","old_version":"1.24.4","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"grpcio","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-tools","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"mujoco","old_version":"3.8.0","new_version":"3.9.0","repository_url":"https://github.com/google-deepmind/mujoco"},{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"qdrant-client","old_version":"1.17.1","new_version":"1.18.0","repository_url":"https://github.com/qdrant/qdrant-client"},{"name":"faiss-cpu","old_version":"1.13.2","new_version":"1.14.2","repository_url":"https://github.com/facebookresearch/faiss"},{"name":"polar-sdk","old_version":"0.31.3","new_version":"0.31.5","repository_url":"https://github.com/polarsource/polar-python"},{"name":"langgraph","old_version":"1.1.6","new_version":"1.2.4","repository_url":"https://github.com/langchain-ai/langgraph"},{"name":"haystack-ai","old_version":"2.27.0","new_version":"2.30.0","repository_url":"https://github.com/deepset-ai/haystack"},{"name":"litellm","old_version":"1.86.2","new_version":"1.88.0","repository_url":"https://github.com/BerriAI/litellm"},{"name":"mkdocs-jupyter","old_version":"0.26.2","new_version":"0.26.3","repository_url":"https://github.com/danielfrg/mkdocs-jupyter"},{"name":"opentelemetry-api","old_version":"1.41.0","new_version":"1.42.1","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"langfuse","old_version":"4.3.1","new_version":"4.7.1","repository_url":"https://github.com/langfuse/langfuse"},{"name":"gradio","old_version":"6.13.0","new_version":"6.16.0","repository_url":"https://github.com/gradio-app/gradio"},{"name":"pypdf","old_version":"6.10.2","new_version":"6.13.0","repository_url":"https://github.com/py-pdf/pypdf"},{"name":"beautifulsoup4","old_version":"4.14.3","new_version":"4.15.0"},{"name":"boto3","old_version":"1.42.90","new_version":"1.43.24","repository_url":"https://github.com/boto/boto3"},{"name":"notion-client","old_version":"3.0.0","new_version":"3.1.0","repository_url":"https://github.com/ramnes/notion-sdk-py"},{"name":"google-api-python-client","old_version":"2.194.0","new_version":"2.197.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"google-cloud-aiplatform","old_version":"1.149.0","new_version":"1.156.0","repository_url":"https://github.com/googleapis/python-aiplatform"},{"name":"hypothesis","old_version":"6.151.10","new_version":"6.155.2","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"ruff","old_version":"0.15.11","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"},{"name":"build","old_version":"1.4.3","new_version":"1.5.0","repository_url":"https://github.com/pypa/build"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.6.2","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"anyio","old_version":"4.12.1","new_version":"4.13.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"certifi","old_version":"2026.2.25","new_version":"2026.5.20","repository_url":"https://github.com/certifi/python-certifi"},{"name":"huggingface-hub","old_version":"1.12.0","new_version":"1.18.0","repository_url":"https://github.com/huggingface/huggingface_hub"},{"name":"idna","old_version":"3.15","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"discord-py","old_version":"2.5.2","new_version":"2.7.1","repository_url":"https://github.com/Rapptz/discord.py"}],"path":null,"ecosystem":"pip"},"body":"[//]: # (dependabot-start)\n⚠️  **Dependabot is rebasing this PR** ⚠️ \n\nRebasing might not happen immediately, so don't worry if this takes some time.\n\nNote: if you make any changes to this PR yourself, they will take precedence over the rebase.\n\n---\n\n[//]: # (dependabot-end)\n\nBumps the python-minor-patch group with 50 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [torch](https://github.com/pytorch/pytorch) | `2.11.0` | `2.12.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.7.0` | `5.10.2` |\n| [sentence-transformers](https://github.com/huggingface/sentence-transformers) | `5.4.1` | `5.5.1` |\n| [openai](https://github.com/openai/openai-python) | `2.32.0` | `2.41.0` |\n| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `0.96.0` | `0.107.1` |\n| [langchain-core](https://github.com/langchain-ai/langchain) | `1.4.0` | `1.4.1` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.8.4` | `0.8.9` |\n| [llama-index-core](https://github.com/run-llama/llama_index) | `0.14.20` | `0.14.22` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.0` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.1` | `2.13.4` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.28` | `0.0.32` |\n| [elevenlabs](https://github.com/elevenlabs/elevenlabs-python) | `2.43.0` | `2.51.0` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.0` | `1.26.0` |\n| [onnxruntime-gpu](https://github.com/microsoft/onnxruntime) | `1.24.4` | `1.26.0` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [grpcio-tools](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [mujoco](https://github.com/google-deepmind/mujoco) | `3.8.0` | `3.9.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.6.1` | `1.9.0` |\n| [qdrant-client](https://github.com/qdrant/qdrant-client) | `1.17.1` | `1.18.0` |\n| [faiss-cpu](https://github.com/facebookresearch/faiss) | `1.13.2` | `1.14.2` |\n| [polar-sdk](https://github.com/polarsource/polar-python) | `0.31.3` | `0.31.5` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.6` | `1.2.4` |\n| [haystack-ai](https://github.com/deepset-ai/haystack) | `2.27.0` | `2.30.0` |\n| [litellm](https://github.com/BerriAI/litellm) | `1.86.2` | `1.88.0` |\n| [mkdocs-jupyter](https://github.com/danielfrg/mkdocs-jupyter) | `0.26.2` | `0.26.3` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.41.0` | `1.42.1` |\n| [langfuse](https://github.com/langfuse/langfuse) | `4.3.1` | `4.7.1` |\n| [gradio](https://github.com/gradio-app/gradio) | `6.13.0` | `6.16.0` |\n| [pypdf](https://github.com/py-pdf/pypdf) | `6.10.2` | `6.13.0` |\n| [beautifulsoup4](https://www.crummy.com/software/BeautifulSoup/bs4/) | `4.14.3` | `4.15.0` |\n| [boto3](https://github.com/boto/boto3) | `1.42.90` | `1.43.24` |\n| [notion-client](https://github.com/ramnes/notion-sdk-py) | `3.0.0` | `3.1.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.194.0` | `2.197.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [google-cloud-aiplatform](https://github.com/googleapis/python-aiplatform) | `1.149.0` | `1.156.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.151.10` | `6.155.2` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.11` | `0.15.16` |\n| [build](https://github.com/pypa/build) | `1.4.3` | `1.5.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.6.2` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.1` | `4.13.0` |\n| [certifi](https://github.com/certifi/python-certifi) | `2026.2.25` | `2026.5.20` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.12.0` | `1.18.0` |\n| [idna](https://github.com/kjd/idna) | `3.15` | `3.18` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.33.1 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.33.1...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.11.0 to 2.12.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.12.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#security\"\u003eSecurity\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eFor more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.\u003c/p\u003e\n\u003ch1\u003eBackwards Incompatible Changes\u003c/h1\u003e\n\u003ch2\u003eBuild Frontend\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eStrengthened SVE compile checks in \u003ccode\u003eFindARM.cmake\u003c/code\u003e, which may reject previously accepted but incorrect SVE configurations (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/176646\"\u003e#176646\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eSource builds that enable SVE now validate the compiler configuration more strictly. If a build previously passed with an incomplete or mismatched SVE setup, it may now fail during CMake configuration instead of later in compilation. Update the compiler/toolchain flags so they accurately describe the target SVE support, or disable SVE for that build.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178925\"\u003e#178925\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eBuilding PyTorch from source with CUDA versions older than 12.6 is no longer supported. Users building custom binaries should install CUDA 12.6 or newer and make sure \u003ccode\u003eCUDA_HOME\u003c/code\u003e points to that installation.\u003c/p\u003e\n\u003cp\u003eVersion 2.11:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.4 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion 2.12:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.6 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEnforced a C++20 minimum in CMake build files (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178662\"\u003e#178662\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/0d62256a2b23365f8e1604297eb23a6545102aa8\"\u003e\u003ccode\u003e0d62256\u003c/code\u003e\u003c/a\u003e [release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/183346\"\u003e#183346\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/7661cd9c6b841b62b7f411aa52ec51f05457263b\"\u003e\u003ccode\u003e7661cd9\u003c/code\u003e\u003c/a\u003e [MPS] Fix SDPA wrong output for permuted q/k/v with B \u0026gt; 1 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181886\"\u003e#181886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9da6087ab64ab6a2118686420ca5353c90dd7e1f\"\u003e\u003ccode\u003e9da6087\u003c/code\u003e\u003c/a\u003e Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes \u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182250\"\u003e#182250\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182369\"\u003e#182369\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/e4c37cc011d47246ce8ea4b99c9b28fb7f400224\"\u003e\u003ccode\u003ee4c37cc\u003c/code\u003e\u003c/a\u003e Avoid raw stream name collisions in Inductor (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182178\"\u003e#182178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/822d047dc8dd8d919f83c3ad5c786e405075d1f0\"\u003e\u003ccode\u003e822d047\u003c/code\u003e\u003c/a\u003e [MPS] Fix bool mask handling in 1-pass SDPA decode kernel (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182285\"\u003e#182285\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182311\"\u003e#182311\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5c5e523cd520e6986006e45be243b3ee927ea546\"\u003e\u003ccode\u003e5c5e523\u003c/code\u003e\u003c/a\u003e Add enable_gqa parameter to SDPA MPS meta registration (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181550\"\u003e#181550\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/eece52ead16886e5463c3dcee9b04db783cc68d5\"\u003e\u003ccode\u003eeece52e\u003c/code\u003e\u003c/a\u003e [AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/b39330bbe210b9628207e84d8ba2cabb7975fbac\"\u003e\u003ccode\u003eb39330b\u003c/code\u003e\u003c/a\u003e [Inductor] Call latest c_shim version for versioned fallback ops (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181548\"\u003e#181548\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/06f10d088229a25ac52bd14b6cacc04a4161f6ca\"\u003e\u003ccode\u003e06f10d0\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[FSDP2] add fqn to communication ops\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182100\"\u003e#182100\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182157\"\u003e#182157\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/449e3393139a1aca9afec120c9a63f98f12d55b0\"\u003e\u003ccode\u003e449e339\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Inductor] Improve materialization heuristic for a chain of computaio...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.11.0...v2.12.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.7.0 to 5.10.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePatch release v5.10.2\u003c/h1\u003e\n\u003cp\u003eThere was a big bug in the model conversion of models related to clip, this affected models like sam3 and others. Please make sure to update :pray:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eFix conversion for clip models by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\"\u003ehttps://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\u003c/a\u003e\u003c/p\u003e\n\u003ch1\u003eRelease v5.10.1\u003c/h1\u003e\n\u003cp\u003ev5.10.0 was yanked as we publish on a corrupted branch. Sorry everyone, this happens when we rush a release!!!\u003c/p\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eGemma4 unified+ Gemma4 MTP\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGemma 4 12B Unified is an \u003cstrong\u003eencoder-free\u003c/strong\u003e multimodal model with pretrained and instruction-tuned variants. Unlike \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gemma4\"\u003estandard Gemma 4\u003c/a\u003e, which uses dedicated encoder towers, Gemma 4 12B Unified projects raw inputs directly into the language model's embedding space through lightweight linear pipelines. This results in a simpler architecture while maintaining strong multimodal performance.\u003c/p\u003e\n\u003cp\u003eKey differences from standard Gemma 4:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eNo Vision Tower\u003c/strong\u003e: Raw pixel patches are projected directly into LM space via a \u003ccode\u003eDense + LayerNorm\u003c/code\u003e pipeline with factorized 2D positional embeddings, replacing the vision encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eNo Audio Tower\u003c/strong\u003e: Raw 16 kHz waveform samples are chunked into fixed-length frames and projected through a simple \u003ccode\u003eRMSNorm → Linear\u003c/code\u003e pipeline, replacing the mel spectrogram + Conformer encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eShared Multimodal Pipeline\u003c/strong\u003e: Both vision and audio use the same \u003ccode\u003eGemma4UnifiedMultimodalEmbedder\u003c/code\u003e (RMSNorm → Linear) for the final projection to text hidden space.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eYou can find the original Gemma 4 12B Unified checkpoints under the \u003ca href=\"https://huggingface.co/collections/google/gemma-4\"\u003eGemma 4\u003c/a\u003e release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ewho needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e) by \u003ca href=\"https://github.com/douglas-reid\"\u003e\u003ccode\u003e@​douglas-reid\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgerrard\"\u003e\u003ccode\u003e@​sgerrard\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/molbap\"\u003e\u003ccode\u003e@​molbap\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eSapiens2\u003c/h3\u003e\n\u003cp\u003eSapiens2 is a family of high-resolution vision transformers pretrained on ~1 billion curated human images, designed for human-centric computer vision tasks including pose estimation, body-part segmentation, surface normal estimation, and pointmap estimation. The models scale from 0.4B to 5B parameters and train at native 1K resolution, with hierarchical 4K variants for extended spatial reasoning. Sapiens2 achieves substantial improvements over its predecessor with +4 mAP in pose estimation, +24.3 mIoU in body-part segmentation, and 45.6% error reduction in normal estimation.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/sapiens2\"\u003eDocumentation\u003c/a\u003e | \u003ca href=\"https://huggingface.co/papers/2604.21681\"\u003ePaper\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e) by \u003ca href=\"https://github.com/guarin\"\u003e\u003ccode\u003e@​guarin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45919\"\u003e#45919\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDeepSeek-OCR-2\u003c/h3\u003e\n\u003cp\u003eDeepSeek-OCR-2 is an OCR-specialized vision-language model built on a distinctive architecture that combines a SAM ViT-B vision encoder with a Qwen2 hybrid attention encoder, connected through an MLP projector to a DeepSeek-V2 Mixture-of-Experts (MoE) language model. The model features a hybrid attention mechanism that applies bidirectional attention over image tokens and causal attention over query tokens, enabling efficient and accurate document understanding. It supports both plain OCR tasks and grounding capabilities with coordinate-aware output for document conversion to markdown format.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/deepseek_ocr2\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Deepseek-OCR-2 model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45075\"\u003e#45075\u003c/a\u003e) by \u003ca href=\"https://github.com/thisisiron\"\u003e\u003ccode\u003e@​thisisiron\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45075\"\u003e#45075\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMellum\u003c/h3\u003e\n\u003cp\u003eMellum is a code-focused Mixture-of-Experts language model developed by JetBrains. It is derived from the Qwen3-MoE architecture with per-layer-type RoPE and interleaved sliding window attention. The model has 12B total parameters with 2.5B active parameters per token, using 64 routed experts with 8 activated per token across 28 layers.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/mellum\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003efeat: Add support for JetBrains' \u003ccode\u003eMellum\u003c/code\u003e v2 code generation model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46112\"\u003e#46112\u003c/a\u003e) by \u003ca href=\"https://github.com/shadeMe\"\u003e\u003ccode\u003e@​shadeMe\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/46112\"\u003e#46112\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0dad7b822255a0ae261ec45ae937371e859ffd1a\"\u003e\u003ccode\u003e0dad7b8\u003c/code\u003e\u003c/a\u003e v5.10.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/8a4ffee847b90a732a1febefeca5180fffd5596f\"\u003e\u003ccode\u003e8a4ffee\u003c/code\u003e\u003c/a\u003e Fix conversion for clip models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/90c3ae54d448d4906b6167317ea5a7f5d48a232d\"\u003e\u003ccode\u003e90c3ae5\u003c/code\u003e\u003c/a\u003e Patch because we had to yank 5.10 because the release branch was not up to date\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0bd94b37db639d8f29a094dce2fde06f86af8968\"\u003e\u003ccode\u003e0bd94b3\u003c/code\u003e\u003c/a\u003e v5.10.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1423d22f7a3b62e8c70ad67b58ec25cd9b675897\"\u003e\u003ccode\u003e1423d22\u003c/code\u003e\u003c/a\u003e who needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50eb20a24f9dd512e6770072f422e4b86ca3cd98\"\u003e\u003ccode\u003e50eb20a\u003c/code\u003e\u003c/a\u003e Fix dsv4 dequant + tp/ep (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46378\"\u003e#46378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/74464e8c49c91b574c30cc3cb3c5a44000237299\"\u003e\u003ccode\u003e74464e8\u003c/code\u003e\u003c/a\u003e Fix wrong changes produced by style/repo. check bot (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46371\"\u003e#46371\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1b8ec344fb6c277235fc76c37e7a5c156a1f0ddc\"\u003e\u003ccode\u003e1b8ec34\u003c/code\u003e\u003c/a\u003e Fix path traversal when saving Bark voice preset embeddings (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46237\"\u003e#46237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e820678256f22e7647e39e8b7ed040fa81b7b872\"\u003e\u003ccode\u003ee820678\u003c/code\u003e\u003c/a\u003e Add Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/595721c44cb14db37fa504903e2edd5e9f0eba43\"\u003e\u003ccode\u003e595721c\u003c/code\u003e\u003c/a\u003e Pass library_name/version to Hub calls via a shared HfApi (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46318\"\u003e#46318\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.7.0...v5.10.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sentence-transformers` from 5.4.1 to 5.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/sentence-transformers/releases\"\u003esentence-transformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev5.5.1 - Small Multimodal patch\u003c/h2\u003e\n\u003cp\u003eThis patch release fixes a small quirk with multimodal inference when using single-key multimodal inputs like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Training + Inference\r\npip install sentence-transformers[train]==5.5.1\r\n\u003ch1\u003eInference only, use one of:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers==5.5.1\npip install sentence-transformers[onnx-gpu]==5.5.1\npip install sentence-transformers[onnx]==5.5.1\npip install sentence-transformers[openvino]==5.5.1\u003c/p\u003e\n\u003ch1\u003eMultimodal dependencies (optional):\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[image]==5.5.1\npip install sentence-transformers[audio]==5.5.1\npip install sentence-transformers[video]==5.5.1\u003c/p\u003e\n\u003ch1\u003eOr combine as needed:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[train,onnx,image]==5.5.1\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003ch2\u003eBug fixed\u003c/h2\u003e\n\u003cp\u003ePreviously, inference like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e or \u003ccode\u003emodel.encode([{\u0026quot;image\u0026quot;: ...}, ...])\u003c/code\u003e would be inferred as the \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e modality, which differed from the inferred modality of \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e for just \u003ccode\u003emodel.encode(my_image)\u003c/code\u003e or \u003ccode\u003emodel.encode([my_image, my_image_2, ...])\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eThis results in confusing errors if the model doesn't have a \u003ccode\u003emodality_config\u003c/code\u003e mapping for \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e in addition to \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, so now a single-key multimodal dict is collapsed to the bare modality (just \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e in this example).\u003c/p\u003e\n\u003cp\u003eThis affected this code:\u003c/p\u003e\n\u003cpre lang=\"python\"\u003e\u003ccode\u003e\r\nfrom sentence_transformers import SentenceTransformer\r\n\u003cp\u003emodel = SentenceTransformer('BAAI/BGE-VL-base', trust_remote_code=True)\nembedding = model.encode({\u0026quot;image\u0026quot;: \u0026quot;\u003ca href=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;%7D\"\u003ehttps://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;}\u003c/a\u003e)\nprint(embedding.shape)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eWhich previously failed as the model only implements a path for \u003ccode\u003e\u0026quot;text\u0026quot;\u003c/code\u003e, \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, and \u003ccode\u003e(\u0026quot;image\u0026quot;, \u0026quot;text\u0026quot;)\u003c/code\u003e.\u003c/p\u003e\n\u003ch2\u003eAll Changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[fix] Collapse single-key multimodal dicts to bare modality by \u003ca href=\"https://github.com/tomaarsen\"\u003e\u003ccode\u003e@​tomaarsen\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\"\u003ehttps://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev5.5.0 - Training Agent Skill, EmbedDistillLoss, and ADRMSELoss\u003c/h2\u003e\n\u003cp\u003eThis release ships the \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill, adds two new training losses, and brings a long list of robustness and correctness fixes.\u003c/p\u003e\n\u003cp\u003eThe new \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill lets AI coding agents (Claude Code, Codex, Cursor, Gemini CLI, ...) drive end-to-end training and fine-tuning across all three model types. \u003ccode\u003eEmbedDistillLoss\u003c/code\u003e is a new embedding-level knowledge distillation loss for \u003ccode\u003eSentenceTransformer\u003c/code\u003e: it aligns a student model's embeddings with pre-computed teacher embeddings, an alternative to the score-based distillation provided by \u003ccode\u003eMarginMSELoss\u003c/code\u003e and \u003ccode\u003eDistillKLDivLoss\u003c/code\u003e. \u003ccode\u003eADRMSELoss\u003c/code\u003e is a new listwise learning-to-rank loss for \u003ccode\u003eCrossEncoder\u003c/code\u003e from the Rank-DistiLLM paper. \u003ccode\u003eencode()\u003c/code\u003e and \u003ccode\u003epredict()\u003c/code\u003e also gain a per-call \u003ccode\u003eprocessing_kwargs\u003c/code\u003e override, and more.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/ce3ec6d87f25b2d1cccb0a20f8fd495dad5c30fb\"\u003e\u003ccode\u003ece3ec6d\u003c/code\u003e\u003c/a\u003e Release v5.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/610a7c5ccfdfccc19933900feba0206f2e76bf59\"\u003e\u003ccode\u003e610a7c5\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003efix\u003c/code\u003e] Collapse single-key multimodal dicts to bare modality (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/f9f3269c7bd548555b7273a5378d52eeaa5d6286\"\u003e\u003ccode\u003ef9f3269\u003c/code\u003e\u003c/a\u003e Merge branch 'main' into v5.5-release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/02dc21d77dfd22b5816fb5398877253100b89b43\"\u003e\u003ccode\u003e02dc21d\u003c/code\u003e\u003c/a\u003e Update index tip for v5.5.0 (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3774\"\u003e#3774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/833828b3dae0cf9e6943ae01b9c9645f883daf3b\"\u003e\u003ccode\u003e833828b\u003c/code\u003e\u003c/a\u003e Release v5.5.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/98ac358861359fd275824732e5f658b2f4ca6c78\"\u003e\u003ccode\u003e98ac358\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Load models in float32 in the training examples \u0026amp; docs (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3773\"\u003e#3773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/d8ee0410ba140f41aa2ac0735a97e1d690dd2df5\"\u003e\u003ccode\u003ed8ee041\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use modality-neutral terms (input, document) in loss docs \u0026amp; docstrin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/4c6850e444e5bcedfb026e9d674ae18c19ab5233\"\u003e\u003ccode\u003e4c6850e\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eexamples\u003c/code\u003e] Avoid LoggingHandler, silence httpx in examples (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3771\"\u003e#3771\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/1418823d250763751ea95212dfb9ecaa919f5e92\"\u003e\u003ccode\u003e1418823\u003c/code\u003e\u003c/a\u003e docs: fix grammar in parallel-sentence-mining README (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3769\"\u003e#3769\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/22a383d3644cfaa40038adb0b70a9320f7f73d36\"\u003e\u003ccode\u003e22a383d\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use direct class imports in examples \u0026amp; docs (drop `losses.MSELoss(.....\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.4.1...v5.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `openai` from 2.32.0 to 2.41.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/releases\"\u003eopenai's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.41.0\u003c/h2\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.40.0\u003c/h2\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.39.0\u003c/h2\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.38.0\u003c/h2\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.37.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/blob/main/CHANGELOG.md\"\u003eopenai's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.37.0 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.36.0...v2.37.0\"\u003ev2.36.0...v2.37.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2d955a1ac69df0288b8072bbcd25905639e9b2ed\"\u003e\u003ccode\u003e2d955a1\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3359\"\u003e#3359\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/519cd027919fa5b73bd8fe237e80c7a01b3e0b2f\"\u003e\u003ccode\u003e519cd02\u003c/code\u003e\u003c/a\u003e release: 2.41.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e\u003ccode\u003e87e46c2\u003c/code\u003e\u003c/a\u003e feat(api): responses.moderation and chat_completions.moderation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a28a3f6aa34f5ac6fcc2fafeb50112f2140c45ae\"\u003e\u003ccode\u003ea28a3f6\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3352\"\u003e#3352\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/db6ccafa7b74b72caefbda6fb63bd5c904521770\"\u003e\u003ccode\u003edb6ccaf\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2264f700dad91e4f570eb7c0a6f10bbd22d34520\"\u003e\u003ccode\u003e2264f70\u003c/code\u003e\u003c/a\u003e release: 2.40.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e\u003ccode\u003e4d5bfde\u003c/code\u003e\u003c/a\u003e fix(api): allow setting bedrock api keys on the client directly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/ccef1436d9f52b5014597047e450eef543a87540\"\u003e\u003ccode\u003eccef143\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3326\"\u003e#3326\u003c/a\u003e from openai/codex/bedrock-responses-review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a50ff0a19084306a09012ff85f730ea2c129eef9\"\u003e\u003ccode\u003ea50ff0a\u003c/code\u003e\u003c/a\u003e Fix Bedrock with_options overrides\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/fdf4901e301fa01b368ede0b5b407dca42f07acc\"\u003e\u003ccode\u003efdf4901\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/openai/openai-python/compare/v2.32.0...v2.41.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anthropic` from 0.96.0 to 0.107.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/releases\"\u003eanthropic's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.107.1\u003c/h2\u003e\n\u003ch2\u003e0.107.1 (2026-06-07)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.107.0...v0.107.1\"\u003ev0.107.0...v0.107.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003efoundry:\u003c/strong\u003e send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/13381413d22ad14d85e66836c67cc8a13bd2b7bd\"\u003e1338141\u003c/a\u003e), closes \u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1661\"\u003e#1661\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.107.0\u003c/h2\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.106.0\u003c/h2\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.105.2\u003c/h2\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md\"\u003eanthropic's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.107.1 (2026-06-07)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.107.0...v0.107.1\"\u003ev0.107.0...v0.107.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003efoundry:\u003c/strong\u003e send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/13381413d22ad14d85e66836c67cc8a13bd2b7bd\"\u003e1338141\u003c/a\u003e), closes \u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1661\"\u003e#1661\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/260e687082dfe2d9b7f20199dc8ab7c9e90ae1de\"\u003e\u003ccode\u003e260e687\u003c/code\u003e\u003c/a\u003e release: 0.107.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/49c5395b93f5f38a299b88228964b8267394b9d1\"\u003e\u003ccode\u003e49c5395\u003c/code\u003e\u003c/a\u003e fix(foundry): send x-api-key header for API-key auth (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/62\"\u003e#62\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/4ceca722bedbd923671365f1a36f86d09fbec657\"\u003e\u003ccode\u003e4ceca72\u003c/code\u003e\u003c/a\u003e release: 0.107.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3a6f9d9c217bdb504ddd229618149ab7e8033ad3\"\u003e\u003ccode\u003e3a6f9d9\u003c/code\u003e\u003c/a\u003e feat(api): small updates to Managed Agents types\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/6a70c9f72b16b04348564c5b92961a82ebe4b7da\"\u003e\u003ccode\u003e6a70c9f\u003c/code\u003e\u003c/a\u003e release: 0.106.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/8fa41c8acf6885fd8b7a0a67f705bbb9d3058672\"\u003e\u003ccode\u003e8fa41c8\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1f553254640b45aecef37df0000da68dc2bcb9c5\"\u003e\u003ccode\u003e1f55325\u003c/code\u003e\u003c/a\u003e Don't leak ANTHROPIC_API_KEY to the Foundry endpoint (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/18\"\u003e#18\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a94498c6aa3dd4e237ed72dacdd26336bbd7d9fc\"\u003e\u003ccode\u003ea94498c\u003c/code\u003e\u003c/a\u003e fix(client): make Foundry client copy() and with_options() work\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/907d849f8dfec50dfeda06b5cdde0ee268f9b7f9\"\u003e\u003ccode\u003e907d849\u003c/code\u003e\u003c/a\u003e chore(internal): fix artifact url\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/9676a5d0d40162a385001f60aa136f97b2718309\"\u003e\u003ccode\u003e9676a5d\u003c/code\u003e\u003c/a\u003e docs: point security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.96.0...v0.107.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langchain-core` from 1.4.0 to 1.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langchain/releases\"\u003elangchain-core's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003elangchain-core==1.4.1\u003c/h2\u003e\n\u003cp\u003eChanges since langchain-core==1.4.0\u003c/p\u003e\n\u003cp\u003erelease(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\nfix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\ndocs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\nrelease(anthropic): 1.4.4 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37757\"\u003e#37757\u003c/a\u003e)\nchore(core): bump \u003ccode\u003euuid-utils\u003c/code\u003e to 0.16.0 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37699\"\u003e#37699\u003c/a\u003e)\nchore(infra): bump \u003ccode\u003elangchain-tests\u003c/code\u003e floor to 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37610\"\u003e#37610\u003c/a\u003e)\nrelease(standard-tests): 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37609\"\u003e#37609\u003c/a\u003e)\nchore: bump idna from 3.11 to 3.15 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37539\"\u003e#37539\u003c/a\u003e)\nci(infra): harden Dependabot version-bound preservation (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37510\"\u003e#37510\u003c/a\u003e)\nhotfix: bump lockfiles (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37508\"\u003e#37508\u003c/a\u003e)\ndocs(core): note override for \u003ccode\u003e_get_ls_params\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37503\"\u003e#37503\u003c/a\u003e)\nchore(core,langchain,openai): refresh stale OpenAI model references (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37487\"\u003e#37487\u003c/a\u003e)\nchore: bump langsmith from 0.7.31 to 0.8.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37395\"\u003e#37395\u003c/a\u003e)\nfix(core): accept \u003ccode\u003eSerializable\u003c/code\u003e constructor-envelope wire shape in \u003ccode\u003e_convert_to_message\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37456\"\u003e#37456\u003c/a\u003e)\nfix(core): preserve chunk \u003ccode\u003eadditional_kwargs\u003c/code\u003e across v3 stream assembly (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37435\"\u003e#37435\u003c/a\u003e)\nfix(core): preserve reasoning blocks alongside tool_call in v3 stream (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37434\"\u003e#37434\u003c/a\u003e)\nchore: bump jupyter-server from 2.17.0 to 2.18.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37354\"\u003e#37354\u003c/a\u003e)\nchore: bump mistune from 3.1.4 to 3.2.1 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37353\"\u003e#37353\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/a401351e12b9a3e1670314adf2f7bbcf8811903c\"\u003e\u003ccode\u003ea401351\u003c/code\u003e\u003c/a\u003e release(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/053c368ba438ca077f1348147fadc5dad16d6898\"\u003e\u003ccode\u003e053c368\u003c/code\u003e\u003c/a\u003e fix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/0993edba86014788827144c175499755ec5b9f55\"\u003e\u003ccode\u003e0993edb\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37916\"\u003e#37916\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/6f7c8f54454ae45b07ca274cbfbb0afb8cef9041\"\u003e\u003ccode\u003e6f7c8f5\u003c/code\u003e\u003c/a\u003e chore: bump starlette from 0.49.1 to 1.0.1 in /libs/langchain (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37899\"\u003e#37899\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/586bcd46a17be1eafc61127460d766b2a0611db3\"\u003e\u003ccode\u003e586bcd4\u003c/code\u003e\u003c/a\u003e docs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/9eab5237ccf7878648b2d33108a7f7e15331c452\"\u003e\u003ccode\u003e9eab523\u003c/code\u003e\u003c/a\u003e chore: bump requests from 2.34.0 to 2.34.2 in /libs/partners/xai (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37903\"\u003e#37903\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/be2e8f70bc472354f23e9f62519427dd2de7d332\"\u003e\u003ccode\u003ebe2e8f7\u003c/code\u003e\u003c/a\u003e ci(infra): add \u003ccode\u003eexclude\u003c/code\u003e input to skip libs in scheduled integration tests (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/3b999176c84c1236e1f6fbaa5194782360e82264\"\u003e\u003ccode\u003e3b99917\u003c/code\u003e\u003c/a\u003e test(langchain,partners): disable pytest-benchmark under xdist to silence `Py...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/34af59c1a69c403d7b34d0bbd9ceffd287e3b0ed\"\u003e\u003ccode\u003e34af59c\u003c/code\u003e\u003c/a\u003e fix(partners): cap aiohttp below 3.14 for vcrpy compat (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37898\"\u003e#37898\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/414d7b8e94fca5102e87a1f7a6c70e32622a85b9\"\u003e\u003ccode\u003e414d7b8\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37895\"\u003e#37895\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/langchain-ai/langchain/compare/langchain-core==1.4.0...langchain-core==1.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langsmith` from 0.8.4 to 0.8.9\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langsmith-sdk/releases\"\u003elangsmith's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.9\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003efeat(sandbox): add JS Dockerfile snapshots by \u003ca href=\"https://github.com/langchain-infra\"\u003e\u003ccode\u003e@​langchain-infra\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2951\"\u003elangchain-ai/langsmith-sdk#2951\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the js-minor-and-patch group across 1 directory with 11 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2931\"\u003elangchain-ai/langsmith-sdk#2931\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump websockets from 15.0.1 to 16.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2811\"\u003elangchain-ai/langsmith-sdk#2811\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): update myst-parser requirement from \u0026gt;=3 to \u0026gt;=4.0.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2841\"\u003elangchain-ai/langsmith-sdk#2841\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump the py-minor-and-patch group across 1 directory with 19 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2934\"\u003elangchain-ai/langsmith-sdk#2934\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump typescript from 5.9.3 to 6.0.3 in /js by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2839\"\u003elangchain-ai/langsmith-sdk#2839\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump google-adk from 1.10.0 to 2.1.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2960\"\u003elangchain-ai/langsmith-sdk#2960\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump wrapt from 1.17.3 to 2.2.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2961\"\u003elangchain-ai/langsmith-sdk#2961\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the py-minor-and-patch group in /python with 6 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2958\"\u003elangchain-ai/langsmith-sdk#2958\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump ...\n\n_Description has been truncated_","html_url":"https://github.com/anulum/director-ai/pull/87","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/anulum%2Fdirector-ai/issues/87","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/87/packages"}},{"old_version":"1.6.1","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-07T11:09:48.000Z","version_change":"1.6.1 → 1.9.0","issue":{"uuid":"4607089172","node_id":"PR_kwDORQ8Eq87jnIhL","number":77,"state":"closed","title":"chore(deps): bump the python-minor-patch group with 50 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":5,"pull_request":true,"closed_at":"2026-06-07T22:06:57.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-07T11:09:48.000Z","updated_at":"2026-06-07T22:08:20.000Z","time_to_close":39429,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"python-minor-patch","update_count":50,"packages":[{"name":"numpy","old_version":"2.4.4","new_version":"2.4.6","repository_url":"https://github.com/numpy/numpy"},{"name":"requests","old_version":"2.33.1","new_version":"2.34.2","repository_url":"https://github.com/psf/requests"},{"name":"torch","old_version":"2.11.0","new_version":"2.12.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"5.7.0","new_version":"5.10.2","repository_url":"https://github.com/huggingface/transformers"},{"name":"sentence-transformers","old_version":"5.4.1","new_version":"5.5.1","repository_url":"https://github.com/huggingface/sentence-transformers"},{"name":"openai","old_version":"2.32.0","new_version":"2.41.0","repository_url":"https://github.com/openai/openai-python"},{"name":"anthropic","old_version":"0.96.0","new_version":"0.107.0","repository_url":"https://github.com/anthropics/anthropic-sdk-python"},{"name":"langchain-core","old_version":"1.4.0","new_version":"1.4.1","repository_url":"https://github.com/langchain-ai/langchain"},{"name":"langsmith","old_version":"0.8.4","new_version":"0.8.9","repository_url":"https://github.com/langchain-ai/langsmith-sdk"},{"name":"llama-index-core","old_version":"0.14.20","new_version":"0.14.22","repository_url":"https://github.com/run-llama/llama_index"},{"name":"fastapi","old_version":"0.136.0","new_version":"0.136.3","repository_url":"https://github.com/fastapi/fastapi"},{"name":"uvicorn","old_version":"0.44.0","new_version":"0.49.0","repository_url":"https://github.com/Kludex/uvicorn"},{"name":"pydantic","old_version":"2.13.1","new_version":"2.13.4","repository_url":"https://github.com/pydantic/pydantic"},{"name":"python-multipart","old_version":"0.0.28","new_version":"0.0.32","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"elevenlabs","old_version":"2.43.0","new_version":"2.51.0","repository_url":"https://github.com/elevenlabs/elevenlabs-python"},{"name":"onnxruntime","old_version":"1.22.0","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"onnxruntime-gpu","old_version":"1.24.4","new_version":"1.26.0","repository_url":"https://github.com/microsoft/onnxruntime"},{"name":"grpcio","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"grpcio-tools","old_version":"1.78.0","new_version":"1.81.0","repository_url":"https://github.com/grpc/grpc"},{"name":"mujoco","old_version":"3.8.0","new_version":"3.9.0","repository_url":"https://github.com/google-deepmind/mujoco"},{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"weaviate-client","old_version":"4.20.5","new_version":"4.16.2","repository_url":"https://github.com/weaviate/weaviate-python-client"},{"name":"qdrant-client","old_version":"1.17.1","new_version":"1.18.0","repository_url":"https://github.com/qdrant/qdrant-client"},{"name":"faiss-cpu","old_version":"1.13.2","new_version":"1.14.2","repository_url":"https://github.com/facebookresearch/faiss"},{"name":"polar-sdk","old_version":"0.31.3","new_version":"0.31.5","repository_url":"https://github.com/polarsource/polar-python"},{"name":"langgraph","old_version":"1.1.6","new_version":"1.2.4","repository_url":"https://github.com/langchain-ai/langgraph"},{"name":"haystack-ai","old_version":"2.27.0","new_version":"2.30.0","repository_url":"https://github.com/deepset-ai/haystack"},{"name":"litellm","old_version":"1.86.2","new_version":"1.88.0","repository_url":"https://github.com/BerriAI/litellm"},{"name":"mkdocs-jupyter","old_version":"0.26.2","new_version":"0.26.3","repository_url":"https://github.com/danielfrg/mkdocs-jupyter"},{"name":"opentelemetry-api","old_version":"1.41.0","new_version":"1.42.1","repository_url":"https://github.com/open-telemetry/opentelemetry-python"},{"name":"langfuse","old_version":"4.3.1","new_version":"4.7.1","repository_url":"https://github.com/langfuse/langfuse"},{"name":"gradio","old_version":"6.13.0","new_version":"6.16.0","repository_url":"https://github.com/gradio-app/gradio"},{"name":"pypdf","old_version":"6.10.2","new_version":"6.13.0","repository_url":"https://github.com/py-pdf/pypdf"},{"name":"boto3","old_version":"1.42.90","new_version":"1.43.24","repository_url":"https://github.com/boto/boto3"},{"name":"notion-client","old_version":"3.0.0","new_version":"3.1.0","repository_url":"https://github.com/ramnes/notion-sdk-py"},{"name":"google-api-python-client","old_version":"2.194.0","new_version":"2.197.0","repository_url":"https://github.com/googleapis/google-api-python-client"},{"name":"pyjwt","old_version":"2.12.1","new_version":"2.13.0","repository_url":"https://github.com/jpadilla/pyjwt"},{"name":"psycopg2-binary","old_version":"2.9.11","new_version":"2.9.12","repository_url":"https://github.com/psycopg/psycopg2"},{"name":"google-cloud-aiplatform","old_version":"1.149.0","new_version":"1.156.0","repository_url":"https://github.com/googleapis/python-aiplatform"},{"name":"hypothesis","old_version":"6.151.10","new_version":"6.155.2","repository_url":"https://github.com/HypothesisWorks/hypothesis"},{"name":"pytest-asyncio","old_version":"1.3.0","new_version":"1.4.0","repository_url":"https://github.com/pytest-dev/pytest-asyncio"},{"name":"ruff","old_version":"0.15.11","new_version":"0.15.16","repository_url":"https://github.com/astral-sh/ruff"},{"name":"build","old_version":"1.4.3","new_version":"1.5.0","repository_url":"https://github.com/pypa/build"},{"name":"aiohappyeyeballs","old_version":"2.6.1","new_version":"2.6.2","repository_url":"https://github.com/aio-libs/aiohappyeyeballs"},{"name":"anyio","old_version":"4.12.1","new_version":"4.13.0","repository_url":"https://github.com/agronholm/anyio"},{"name":"certifi","old_version":"2026.2.25","new_version":"2026.5.20","repository_url":"https://github.com/certifi/python-certifi"},{"name":"huggingface-hub","old_version":"1.12.0","new_version":"1.18.0","repository_url":"https://github.com/huggingface/huggingface_hub"},{"name":"idna","old_version":"3.15","new_version":"3.18","repository_url":"https://github.com/kjd/idna"},{"name":"propcache","old_version":"0.4.1","new_version":"0.5.2","repository_url":"https://github.com/aio-libs/propcache"},{"name":"discord-py","old_version":"2.5.2","new_version":"2.7.1","repository_url":"https://github.com/Rapptz/discord.py"}],"path":null,"ecosystem":"pip"},"body":"Bumps the python-minor-patch group with 50 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [numpy](https://github.com/numpy/numpy) | `2.4.4` | `2.4.6` |\n| [requests](https://github.com/psf/requests) | `2.33.1` | `2.34.2` |\n| [torch](https://github.com/pytorch/pytorch) | `2.11.0` | `2.12.0` |\n| [transformers](https://github.com/huggingface/transformers) | `5.7.0` | `5.10.2` |\n| [sentence-transformers](https://github.com/huggingface/sentence-transformers) | `5.4.1` | `5.5.1` |\n| [openai](https://github.com/openai/openai-python) | `2.32.0` | `2.41.0` |\n| [anthropic](https://github.com/anthropics/anthropic-sdk-python) | `0.96.0` | `0.107.0` |\n| [langchain-core](https://github.com/langchain-ai/langchain) | `1.4.0` | `1.4.1` |\n| [langsmith](https://github.com/langchain-ai/langsmith-sdk) | `0.8.4` | `0.8.9` |\n| [llama-index-core](https://github.com/run-llama/llama_index) | `0.14.20` | `0.14.22` |\n| [fastapi](https://github.com/fastapi/fastapi) | `0.136.0` | `0.136.3` |\n| [uvicorn](https://github.com/Kludex/uvicorn) | `0.44.0` | `0.49.0` |\n| [pydantic](https://github.com/pydantic/pydantic) | `2.13.1` | `2.13.4` |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.28` | `0.0.32` |\n| [elevenlabs](https://github.com/elevenlabs/elevenlabs-python) | `2.43.0` | `2.51.0` |\n| [onnxruntime](https://github.com/microsoft/onnxruntime) | `1.22.0` | `1.26.0` |\n| [onnxruntime-gpu](https://github.com/microsoft/onnxruntime) | `1.24.4` | `1.26.0` |\n| [grpcio](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [grpcio-tools](https://github.com/grpc/grpc) | `1.78.0` | `1.81.0` |\n| [mujoco](https://github.com/google-deepmind/mujoco) | `3.8.0` | `3.9.0` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.6.1` | `1.9.0` |\n| [weaviate-client](https://github.com/weaviate/weaviate-python-client) | `4.20.5` | `4.16.2` |\n| [qdrant-client](https://github.com/qdrant/qdrant-client) | `1.17.1` | `1.18.0` |\n| [faiss-cpu](https://github.com/facebookresearch/faiss) | `1.13.2` | `1.14.2` |\n| [polar-sdk](https://github.com/polarsource/polar-python) | `0.31.3` | `0.31.5` |\n| [langgraph](https://github.com/langchain-ai/langgraph) | `1.1.6` | `1.2.4` |\n| [haystack-ai](https://github.com/deepset-ai/haystack) | `2.27.0` | `2.30.0` |\n| [litellm](https://github.com/BerriAI/litellm) | `1.86.2` | `1.88.0` |\n| [mkdocs-jupyter](https://github.com/danielfrg/mkdocs-jupyter) | `0.26.2` | `0.26.3` |\n| [opentelemetry-api](https://github.com/open-telemetry/opentelemetry-python) | `1.41.0` | `1.42.1` |\n| [langfuse](https://github.com/langfuse/langfuse) | `4.3.1` | `4.7.1` |\n| [gradio](https://github.com/gradio-app/gradio) | `6.13.0` | `6.16.0` |\n| [pypdf](https://github.com/py-pdf/pypdf) | `6.10.2` | `6.13.0` |\n| [boto3](https://github.com/boto/boto3) | `1.42.90` | `1.43.24` |\n| [notion-client](https://github.com/ramnes/notion-sdk-py) | `3.0.0` | `3.1.0` |\n| [google-api-python-client](https://github.com/googleapis/google-api-python-client) | `2.194.0` | `2.197.0` |\n| [pyjwt](https://github.com/jpadilla/pyjwt) | `2.12.1` | `2.13.0` |\n| [psycopg2-binary](https://github.com/psycopg/psycopg2) | `2.9.11` | `2.9.12` |\n| [google-cloud-aiplatform](https://github.com/googleapis/python-aiplatform) | `1.149.0` | `1.156.0` |\n| [hypothesis](https://github.com/HypothesisWorks/hypothesis) | `6.151.10` | `6.155.2` |\n| [pytest-asyncio](https://github.com/pytest-dev/pytest-asyncio) | `1.3.0` | `1.4.0` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.11` | `0.15.16` |\n| [build](https://github.com/pypa/build) | `1.4.3` | `1.5.0` |\n| [aiohappyeyeballs](https://github.com/aio-libs/aiohappyeyeballs) | `2.6.1` | `2.6.2` |\n| [anyio](https://github.com/agronholm/anyio) | `4.12.1` | `4.13.0` |\n| [certifi](https://github.com/certifi/python-certifi) | `2026.2.25` | `2026.5.20` |\n| [huggingface-hub](https://github.com/huggingface/huggingface_hub) | `1.12.0` | `1.18.0` |\n| [idna](https://github.com/kjd/idna) | `3.15` | `3.18` |\n| [propcache](https://github.com/aio-libs/propcache) | `0.4.1` | `0.5.2` |\n| [discord-py](https://github.com/Rapptz/discord.py) | `2.5.2` | `2.7.1` |\n\nUpdates `numpy` from 2.4.4 to 2.4.6\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/numpy/numpy/releases\"\u003enumpy's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.4.6 (May 18, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.6 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.6 is a quick release that fixes a regression discovered in the 2.4.5\nrelease.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 4 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e!EarlMilktea\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eSebastian Berg\u003c/li\u003e\n\u003cli\u003eWarren Weckesser\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ePull requests merged\u003c/h2\u003e\n\u003cp\u003eA total of 4 pull requests were merged for this release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31444\"\u003e#31444\u003c/a\u003e: MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31453\"\u003e#31453\u003c/a\u003e: BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31459\"\u003e#31459\u003c/a\u003e: BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/numpy/numpy/pull/31460\"\u003e#31460\u003c/a\u003e: BUG: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator...\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.4.5 (May 15, 2026)\u003c/h2\u003e\n\u003ch1\u003eNumPy 2.4.5 Release Notes\u003c/h1\u003e\n\u003cp\u003eNumPy 2.4.5 is a patch release that fixes bugs discovered after the 2.4.4\nrelease, has some typing improvements, and maintains infrastructure.\u003c/p\u003e\n\u003cp\u003eThis release supports Python versions 3.11-3.14\u003c/p\u003e\n\u003ch2\u003eContributors\u003c/h2\u003e\n\u003cp\u003eA total of 17 people contributed to this release. People with a \u0026quot;+\u0026quot; by their\nnames contributed a patch for the first time.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAleksei Nikiforov\u003c/li\u003e\n\u003cli\u003eAnarion Zuo +\u003c/li\u003e\n\u003cli\u003eAnkit Ahlawat\u003c/li\u003e\n\u003cli\u003eBreno Favaretto +\u003c/li\u003e\n\u003cli\u003eCharles Harris\u003c/li\u003e\n\u003cli\u003eIgor Krivenko +\u003c/li\u003e\n\u003cli\u003eIjtihed Kilani +\u003c/li\u003e\n\u003cli\u003eJoren Hammudoglu\u003c/li\u003e\n\u003cli\u003eMaarten Baert +\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/b832a09cf2a169c833dd2371e7c07aa00b293242\"\u003e\u003ccode\u003eb832a09\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31462\"\u003e#31462\u003c/a\u003e from charris/prepare-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/57cc147d2ceacffc6534642bfbdebb3a80428e1e\"\u003e\u003ccode\u003e57cc147\u003c/code\u003e\u003c/a\u003e REL: Prepare for the NumPy 2.4.6 release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/0c72b0b53b6b83c004e434b2c7855e73c000d21e\"\u003e\u003ccode\u003e0c72b0b\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31459\"\u003e#31459\u003c/a\u003e from charris/backport-31347\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/9778d26e0475d381ccb7817c3b4dd8cacef2b9eb\"\u003e\u003ccode\u003e9778d26\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/e0e38767d5d0f848ab44befeedcad71e8ef589c7\"\u003e\u003ccode\u003ee0e3876\u003c/code\u003e\u003c/a\u003e BUG: core: Don't call INCREF/DECREF on descr in NpyStringAcquireAllocator. (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/d1bffeb9ec4ec0bf029c94ea35abffa92d5c30f2\"\u003e\u003ccode\u003ed1bffeb\u003c/code\u003e\u003c/a\u003e BUG: \u003ccode\u003enp.linalg.svd(..., hermitian=True)\u003c/code\u003e returns non-unitary \u003ccode\u003evh\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31347\"\u003e#31347\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/8d8d7e5a14a1da0bfb0faf609a7a7610c431e6e9\"\u003e\u003ccode\u003e8d8d7e5\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31453\"\u003e#31453\u003c/a\u003e from seberg/issue-31452\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/bddaab7ace45f90148d8f2bb6e67daab2d45ec76\"\u003e\u003ccode\u003ebddaab7\u003c/code\u003e\u003c/a\u003e BUG: Fix regression in \u003ccode\u003earr.conj()\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/37a1ecca8dff09b2c579a991194ac55b9971f3a7\"\u003e\u003ccode\u003e37a1ecc\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/numpy/numpy/issues/31444\"\u003e#31444\u003c/a\u003e from charris/begin-2.4.6\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/numpy/numpy/commit/3c0e043217a759a8a948ade158fec14348c3b459\"\u003e\u003ccode\u003e3c0e043\u003c/code\u003e\u003c/a\u003e MAINT: Prepare 2.4.x for further development\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/numpy/numpy/compare/v2.4.4...v2.4.6\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `requests` from 2.33.1 to 2.34.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/releases\"\u003erequests's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.34.2\u003c/h2\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues with \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling \u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2342-2026-05-14\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.1\u003c/h2\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/k223kim\"\u003e\u003ccode\u003e@​k223kim\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/psf/requests/pull/7433\"\u003epsf/requests#7433\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\"\u003ehttps://github.com/psf/requests/blob/main/HISTORY.md#2341-2026-05-13\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev2.34.0\u003c/h2\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. \u003cstrong\u003eWe believe types are comprehensive but if you find issues, please\nreport them to the \u003ca href=\"https://redirect.github.com/psf/requests/issues/7271\"\u003epinned tracking issue\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/psf/requests/blob/main/HISTORY.md\"\u003erequests's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.34.2 (2026-05-14)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMoved \u003ccode\u003eheaders\u003c/code\u003e input type back to \u003ccode\u003eMapping\u003c/code\u003e to avoid invariance issues\nwith \u003ccode\u003eMutableMapping\u003c/code\u003e and inferred dict types. Users calling\n\u003ccode\u003eRequest.headers.update()\u003c/code\u003e may need to narrow typing in their code. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.1 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eWidened \u003ccode\u003ejson\u003c/code\u003e input type from \u003ccode\u003edict\u003c/code\u003e and \u003ccode\u003elist\u003c/code\u003e to \u003ccode\u003eMapping\u003c/code\u003e\nand \u003ccode\u003eSequence\u003c/code\u003e. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eChanged \u003ccode\u003eheaders\u003c/code\u003e input type to MutableMapping and removed \u003ccode\u003eNone\u003c/code\u003e from\n\u003ccode\u003eRequest.headers\u003c/code\u003e typing to improve handling for users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ccode\u003eResponse.reason\u003c/code\u003e moved from \u003ccode\u003estr | None\u003c/code\u003e to \u003ccode\u003estr\u003c/code\u003e to improve handling\nfor users. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eFixed a bug where some bodies with custom \u003ccode\u003e__getattr__\u003c/code\u003e implementations\nweren't being properly detected as Iterables. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7433\"\u003e#7433\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.34.0 (2026-05-11)\u003c/h2\u003e\n\u003cp\u003e\u003cstrong\u003eAnnouncements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eRequests 2.34.0 introduces inline types, replacing those provided by\ntypeshed. Public API types should be fully compatible with mypy, pyright,\nand ty. We believe types are comprehensive but if you find issues, please\nreport them to the pinned tracking issue.\u003c/p\u003e\n\u003cp\u003eSpecial thanks to \u003ca href=\"https://github.com/bastimeyer\"\u003e\u003ccode\u003e@​bastimeyer\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/cthoyt\"\u003e\u003ccode\u003e@​cthoyt\u003c/code\u003e\u003c/a\u003e, \u003ca href=\"https://github.com/edgarrmondragon\"\u003e\u003ccode\u003e@​edgarrmondragon\u003c/code\u003e\u003c/a\u003e, and \u003ca href=\"https://github.com/srittau\"\u003e\u003ccode\u003e@​srittau\u003c/code\u003e\u003c/a\u003e for\nhelping review and test the types ahead of the release. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7272\"\u003e#7272\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eImprovements\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eDigest Auth hashing algorithms have added \u003ccode\u003eusedforsecurity=False\u003c/code\u003e to clarify\nsecurity considerations. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7310\"\u003e#7310\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.15 based on beta1. Downstream projects\nshould be able to start testing prior to its release in October. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7422\"\u003e#7422\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests added support for Python 3.14t. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7419\"\u003e#7419\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eBugfixes\u003c/strong\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ccode\u003eResponse.history\u003c/code\u003e no longer contains a reference to itself, preventing\naccidental looping when traversing the history list. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7328\"\u003e#7328\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer performs greedy matching on no_proxy domains. The\nproxy_bypass implementation has been updated with CPython's fix from\nbpo-39057. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eRequests no longer incorrectly strips duplicate leading slashes in\nURI paths. This should address user issues with specific presigned\nURLs. Note the full fix requires urllib3 2.7.0+. (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7315\"\u003e#7315\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6e83187b8feb273ed4c6cdab5efd8d54901dfab3\"\u003e\u003ccode\u003e6e83187\u003c/code\u003e\u003c/a\u003e v2.34.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/84d10f0be83e8f6aeca8a05230c52216431c4d0b\"\u003e\u003ccode\u003e84d10f0\u003c/code\u003e\u003c/a\u003e Move Request.headers back to Mapping (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7441\"\u003e#7441\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/b7b549b54571d03950b16afd2d01bc6ff0348224\"\u003e\u003ccode\u003eb7b549b\u003c/code\u003e\u003c/a\u003e v2.34.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/e511bc72777a94c45d004e010c597925092e1efe\"\u003e\u003ccode\u003ee511bc7\u003c/code\u003e\u003c/a\u003e Fix mutability issues with headers input types (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7431\"\u003e#7431\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/5691f596134c2feb121e595c77a0178921fcce61\"\u003e\u003ccode\u003e5691f59\u003c/code\u003e\u003c/a\u003e Update JsonType containers to read-based collections (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7436\"\u003e#7436\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/2144213c307691710c9d665700860fc4993c3035\"\u003e\u003ccode\u003e2144213\u003c/code\u003e\u003c/a\u003e Constrain Response.reason to str (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7437\"\u003e#7437\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/6404f345e562d962abe6700a1c357ec1e7e18232\"\u003e\u003ccode\u003e6404f34\u003c/code\u003e\u003c/a\u003e Fix \u003ccode\u003eprepare_body\u003c/code\u003e stream detection for \u003ccode\u003e__getattr__\u003c/code\u003e-based file wrappers (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7\"\u003e#7\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/0b401c76b6e80a4eecf3c690085b2553f6e261ca\"\u003e\u003ccode\u003e0b401c7\u003c/code\u003e\u003c/a\u003e v2.34.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/86b378d3f60f828daa13ca50aa82e287ff7b66b4\"\u003e\u003ccode\u003e86b378d\u003c/code\u003e\u003c/a\u003e Align Session.get parameters with requests.get (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7429\"\u003e#7429\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/psf/requests/commit/a4f9a5999bdb9bf2d6e7c8aa973b28cacb17134f\"\u003e\u003ccode\u003ea4f9a59\u003c/code\u003e\u003c/a\u003e Port bpo-39057 to Requests (\u003ca href=\"https://redirect.github.com/psf/requests/issues/7427\"\u003e#7427\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/psf/requests/compare/v2.33.1...v2.34.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.11.0 to 2.12.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.12.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#security\"\u003eSecurity\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eFor more details about these highlighted features, you can look at the release blogpost. Below are the full release notes for this release.\u003c/p\u003e\n\u003ch1\u003eBackwards Incompatible Changes\u003c/h1\u003e\n\u003ch2\u003eBuild Frontend\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eStrengthened SVE compile checks in \u003ccode\u003eFindARM.cmake\u003c/code\u003e, which may reject previously accepted but incorrect SVE configurations (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/176646\"\u003e#176646\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eSource builds that enable SVE now validate the compiler configuration more strictly. If a build previously passed with an incomplete or mismatched SVE setup, it may now fail during CMake configuration instead of later in compilation. Update the compiler/toolchain flags so they accurately describe the target SVE support, or disable SVE for that build.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated the minimum CUDA version required to build PyTorch from source to CUDA 12.6 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178925\"\u003e#178925\u003c/a\u003e)\u003c/p\u003e\n\u003cp\u003eBuilding PyTorch from source with CUDA versions older than 12.6 is no longer supported. Users building custom binaries should install CUDA 12.6 or newer and make sure \u003ccode\u003eCUDA_HOME\u003c/code\u003e points to that installation.\u003c/p\u003e\n\u003cp\u003eVersion 2.11:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.4 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eVersion 2.12:\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003eCUDA_HOME=/usr/local/cuda-12.6 python setup.py develop\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eEnforced a C++20 minimum in CMake build files (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/pull/178662\"\u003e#178662\u003c/a\u003e)\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/0d62256a2b23365f8e1604297eb23a6545102aa8\"\u003e\u003ccode\u003e0d62256\u003c/code\u003e\u003c/a\u003e [release] Dockerfile: skip torchaudio install when CUDA_PATH=cu132 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/183346\"\u003e#183346\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/7661cd9c6b841b62b7f411aa52ec51f05457263b\"\u003e\u003ccode\u003e7661cd9\u003c/code\u003e\u003c/a\u003e [MPS] Fix SDPA wrong output for permuted q/k/v with B \u0026gt; 1 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181886\"\u003e#181886\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9da6087ab64ab6a2118686420ca5353c90dd7e1f\"\u003e\u003ccode\u003e9da6087\u003c/code\u003e\u003c/a\u003e Fix stale PYTORCH_RELEASES_CODE_CC dict (fixes \u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182250\"\u003e#182250\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182369\"\u003e#182369\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/e4c37cc011d47246ce8ea4b99c9b28fb7f400224\"\u003e\u003ccode\u003ee4c37cc\u003c/code\u003e\u003c/a\u003e Avoid raw stream name collisions in Inductor (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182178\"\u003e#182178\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/822d047dc8dd8d919f83c3ad5c786e405075d1f0\"\u003e\u003ccode\u003e822d047\u003c/code\u003e\u003c/a\u003e [MPS] Fix bool mask handling in 1-pass SDPA decode kernel (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182285\"\u003e#182285\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182311\"\u003e#182311\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5c5e523cd520e6986006e45be243b3ee927ea546\"\u003e\u003ccode\u003e5c5e523\u003c/code\u003e\u003c/a\u003e Add enable_gqa parameter to SDPA MPS meta registration (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181550\"\u003e#181550\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/eece52ead16886e5463c3dcee9b04db783cc68d5\"\u003e\u003ccode\u003eeece52e\u003c/code\u003e\u003c/a\u003e [AOTI] Add BC-safe c_shim v2 for _scaled_dot_product_attention_math_for_mps e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/b39330bbe210b9628207e84d8ba2cabb7975fbac\"\u003e\u003ccode\u003eb39330b\u003c/code\u003e\u003c/a\u003e [Inductor] Call latest c_shim version for versioned fallback ops (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/181548\"\u003e#181548\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/06f10d088229a25ac52bd14b6cacc04a4161f6ca\"\u003e\u003ccode\u003e06f10d0\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[FSDP2] add fqn to communication ops\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182100\"\u003e#182100\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/182157\"\u003e#182157\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/449e3393139a1aca9afec120c9a63f98f12d55b0\"\u003e\u003ccode\u003e449e339\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Inductor] Improve materialization heuristic for a chain of computaio...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.11.0...v2.12.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 5.7.0 to 5.10.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePatch release v5.10.2\u003c/h1\u003e\n\u003cp\u003eThere was a big bug in the model conversion of models related to clip, this affected models like sam3 and others. Please make sure to update :pray:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eFix conversion for clip models by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\"\u003ehttps://github.com/huggingface/transformers/compare/v5.10.1...v5.10.2\u003c/a\u003e\u003c/p\u003e\n\u003ch1\u003eRelease v5.10.1\u003c/h1\u003e\n\u003cp\u003ev5.10.0 was yanked as we publish on a corrupted branch. Sorry everyone, this happens when we rush a release!!!\u003c/p\u003e\n\u003ch2\u003eNew Model additions\u003c/h2\u003e\n\u003ch3\u003eGemma4 unified+ Gemma4 MTP\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003cp\u003eGemma 4 12B Unified is an \u003cstrong\u003eencoder-free\u003c/strong\u003e multimodal model with pretrained and instruction-tuned variants. Unlike \u003ca href=\"https://github.com/huggingface/transformers/blob/HEAD/gemma4\"\u003estandard Gemma 4\u003c/a\u003e, which uses dedicated encoder towers, Gemma 4 12B Unified projects raw inputs directly into the language model's embedding space through lightweight linear pipelines. This results in a simpler architecture while maintaining strong multimodal performance.\u003c/p\u003e\n\u003cp\u003eKey differences from standard Gemma 4:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eNo Vision Tower\u003c/strong\u003e: Raw pixel patches are projected directly into LM space via a \u003ccode\u003eDense + LayerNorm\u003c/code\u003e pipeline with factorized 2D positional embeddings, replacing the vision encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eNo Audio Tower\u003c/strong\u003e: Raw 16 kHz waveform samples are chunked into fixed-length frames and projected through a simple \u003ccode\u003eRMSNorm → Linear\u003c/code\u003e pipeline, replacing the mel spectrogram + Conformer encoder.\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eShared Multimodal Pipeline\u003c/strong\u003e: Both vision and audio use the same \u003ccode\u003eGemma4UnifiedMultimodalEmbedder\u003c/code\u003e (RMSNorm → Linear) for the final projection to text hidden space.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eYou can find the original Gemma 4 12B Unified checkpoints under the \u003ca href=\"https://huggingface.co/collections/google/gemma-4\"\u003eGemma 4\u003c/a\u003e release.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003ewho needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e) by \u003ca href=\"https://github.com/douglas-reid\"\u003e\u003ccode\u003e@​douglas-reid\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/sgerrard\"\u003e\u003ccode\u003e@​sgerrard\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e \u003ca href=\"https://github.com/molbap\"\u003e\u003ccode\u003e@​molbap\u003c/code\u003e\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eSapiens2\u003c/h3\u003e\n\u003cp\u003eSapiens2 is a family of high-resolution vision transformers pretrained on ~1 billion curated human images, designed for human-centric computer vision tasks including pose estimation, body-part segmentation, surface normal estimation, and pointmap estimation. The models scale from 0.4B to 5B parameters and train at native 1K resolution, with hierarchical 4K variants for extended spatial reasoning. Sapiens2 achieves substantial improvements over its predecessor with +4 mAP in pose estimation, +24.3 mIoU in body-part segmentation, and 45.6% error reduction in normal estimation.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/sapiens2\"\u003eDocumentation\u003c/a\u003e | \u003ca href=\"https://huggingface.co/papers/2604.21681\"\u003ePaper\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e) by \u003ca href=\"https://github.com/guarin\"\u003e\u003ccode\u003e@​guarin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45919\"\u003e#45919\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDeepSeek-OCR-2\u003c/h3\u003e\n\u003cp\u003eDeepSeek-OCR-2 is an OCR-specialized vision-language model built on a distinctive architecture that combines a SAM ViT-B vision encoder with a Qwen2 hybrid attention encoder, connected through an MLP projector to a DeepSeek-V2 Mixture-of-Experts (MoE) language model. The model features a hybrid attention mechanism that applies bidirectional attention over image tokens and causal attention over query tokens, enabling efficient and accurate document understanding. It supports both plain OCR tasks and grounding capabilities with coordinate-aware output for document conversion to markdown format.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/deepseek_ocr2\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdd Deepseek-OCR-2 model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45075\"\u003e#45075\u003c/a\u003e) by \u003ca href=\"https://github.com/thisisiron\"\u003e\u003ccode\u003e@​thisisiron\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/45075\"\u003e#45075\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMellum\u003c/h3\u003e\n\u003cp\u003eMellum is a code-focused Mixture-of-Experts language model developed by JetBrains. It is derived from the Qwen3-MoE architecture with per-layer-type RoPE and interleaved sliding window attention. The model has 12B total parameters with 2.5B active parameters per token, using 64 routed experts with 8 activated per token across 28 layers.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLinks:\u003c/strong\u003e \u003ca href=\"https://huggingface.co/docs/transformers/main/en/model_doc/mellum\"\u003eDocumentation\u003c/a\u003e\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003efeat: Add support for JetBrains' \u003ccode\u003eMellum\u003c/code\u003e v2 code generation model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46112\"\u003e#46112\u003c/a\u003e) by \u003ca href=\"https://github.com/shadeMe\"\u003e\u003ccode\u003e@​shadeMe\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/46112\"\u003e#46112\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0dad7b822255a0ae261ec45ae937371e859ffd1a\"\u003e\u003ccode\u003e0dad7b8\u003c/code\u003e\u003c/a\u003e v5.10.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/8a4ffee847b90a732a1febefeca5180fffd5596f\"\u003e\u003ccode\u003e8a4ffee\u003c/code\u003e\u003c/a\u003e Fix conversion for clip models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46406\"\u003e#46406\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/90c3ae54d448d4906b6167317ea5a7f5d48a232d\"\u003e\u003ccode\u003e90c3ae5\u003c/code\u003e\u003c/a\u003e Patch because we had to yank 5.10 because the release branch was not up to date\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/0bd94b37db639d8f29a094dce2fde06f86af8968\"\u003e\u003ccode\u003e0bd94b3\u003c/code\u003e\u003c/a\u003e v5.10.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1423d22f7a3b62e8c70ad67b58ec25cd9b675897\"\u003e\u003ccode\u003e1423d22\u003c/code\u003e\u003c/a\u003e who needs encoders? (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46385\"\u003e#46385\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/50eb20a24f9dd512e6770072f422e4b86ca3cd98\"\u003e\u003ccode\u003e50eb20a\u003c/code\u003e\u003c/a\u003e Fix dsv4 dequant + tp/ep (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46378\"\u003e#46378\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/74464e8c49c91b574c30cc3cb3c5a44000237299\"\u003e\u003ccode\u003e74464e8\u003c/code\u003e\u003c/a\u003e Fix wrong changes produced by style/repo. check bot (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46371\"\u003e#46371\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1b8ec344fb6c277235fc76c37e7a5c156a1f0ddc\"\u003e\u003ccode\u003e1b8ec34\u003c/code\u003e\u003c/a\u003e Fix path traversal when saving Bark voice preset embeddings (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46237\"\u003e#46237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e820678256f22e7647e39e8b7ed040fa81b7b872\"\u003e\u003ccode\u003ee820678\u003c/code\u003e\u003c/a\u003e Add Sapiens2 Model (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/45919\"\u003e#45919\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/595721c44cb14db37fa504903e2edd5e9f0eba43\"\u003e\u003ccode\u003e595721c\u003c/code\u003e\u003c/a\u003e Pass library_name/version to Hub calls via a shared HfApi (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/46318\"\u003e#46318\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v5.7.0...v5.10.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `sentence-transformers` from 5.4.1 to 5.5.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/sentence-transformers/releases\"\u003esentence-transformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev5.5.1 - Small Multimodal patch\u003c/h2\u003e\n\u003cp\u003eThis patch release fixes a small quirk with multimodal inference when using single-key multimodal inputs like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003cpre lang=\"bash\"\u003e\u003ccode\u003e# Training + Inference\r\npip install sentence-transformers[train]==5.5.1\r\n\u003ch1\u003eInference only, use one of:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers==5.5.1\npip install sentence-transformers[onnx-gpu]==5.5.1\npip install sentence-transformers[onnx]==5.5.1\npip install sentence-transformers[openvino]==5.5.1\u003c/p\u003e\n\u003ch1\u003eMultimodal dependencies (optional):\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[image]==5.5.1\npip install sentence-transformers[audio]==5.5.1\npip install sentence-transformers[video]==5.5.1\u003c/p\u003e\n\u003ch1\u003eOr combine as needed:\u003c/h1\u003e\n\u003cp\u003epip install sentence-transformers[train,onnx,image]==5.5.1\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003ch2\u003eBug fixed\u003c/h2\u003e\n\u003cp\u003ePreviously, inference like \u003ccode\u003emodel.encode({\u0026quot;image\u0026quot;: ...})\u003c/code\u003e or \u003ccode\u003emodel.encode([{\u0026quot;image\u0026quot;: ...}, ...])\u003c/code\u003e would be inferred as the \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e modality, which differed from the inferred modality of \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e for just \u003ccode\u003emodel.encode(my_image)\u003c/code\u003e or \u003ccode\u003emodel.encode([my_image, my_image_2, ...])\u003c/code\u003e.\u003c/p\u003e\n\u003cp\u003eThis results in confusing errors if the model doesn't have a \u003ccode\u003emodality_config\u003c/code\u003e mapping for \u003ccode\u003e(\u0026quot;image\u0026quot;,)\u003c/code\u003e in addition to \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, so now a single-key multimodal dict is collapsed to the bare modality (just \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e in this example).\u003c/p\u003e\n\u003cp\u003eThis affected this code:\u003c/p\u003e\n\u003cpre lang=\"python\"\u003e\u003ccode\u003e\r\nfrom sentence_transformers import SentenceTransformer\r\n\u003cp\u003emodel = SentenceTransformer('BAAI/BGE-VL-base', trust_remote_code=True)\nembedding = model.encode({\u0026quot;image\u0026quot;: \u0026quot;\u003ca href=\"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;%7D\"\u003ehttps://huggingface.co/datasets/huggingface/documentation-images/resolve/main/blog/ettin-reranker/mteb_ndcg10_all-MiniLM-L6-v2.png\u0026amp;quot;}\u003c/a\u003e)\nprint(embedding.shape)\n\u003c/code\u003e\u003c/pre\u003e\u003c/p\u003e\n\u003cp\u003eWhich previously failed as the model only implements a path for \u003ccode\u003e\u0026quot;text\u0026quot;\u003c/code\u003e, \u003ccode\u003e\u0026quot;image\u0026quot;\u003c/code\u003e, and \u003ccode\u003e(\u0026quot;image\u0026quot;, \u0026quot;text\u0026quot;)\u003c/code\u003e.\u003c/p\u003e\n\u003ch2\u003eAll Changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[fix] Collapse single-key multimodal dicts to bare modality by \u003ca href=\"https://github.com/tomaarsen\"\u003e\u003ccode\u003e@​tomaarsen\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\"\u003ehttps://github.com/huggingface/sentence-transformers/compare/v5.5.0...v5.5.1\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev5.5.0 - Training Agent Skill, EmbedDistillLoss, and ADRMSELoss\u003c/h2\u003e\n\u003cp\u003eThis release ships the \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill, adds two new training losses, and brings a long list of robustness and correctness fixes.\u003c/p\u003e\n\u003cp\u003eThe new \u003ccode\u003etrain-sentence-transformers\u003c/code\u003e Agent Skill lets AI coding agents (Claude Code, Codex, Cursor, Gemini CLI, ...) drive end-to-end training and fine-tuning across all three model types. \u003ccode\u003eEmbedDistillLoss\u003c/code\u003e is a new embedding-level knowledge distillation loss for \u003ccode\u003eSentenceTransformer\u003c/code\u003e: it aligns a student model's embeddings with pre-computed teacher embeddings, an alternative to the score-based distillation provided by \u003ccode\u003eMarginMSELoss\u003c/code\u003e and \u003ccode\u003eDistillKLDivLoss\u003c/code\u003e. \u003ccode\u003eADRMSELoss\u003c/code\u003e is a new listwise learning-to-rank loss for \u003ccode\u003eCrossEncoder\u003c/code\u003e from the Rank-DistiLLM paper. \u003ccode\u003eencode()\u003c/code\u003e and \u003ccode\u003epredict()\u003c/code\u003e also gain a per-call \u003ccode\u003eprocessing_kwargs\u003c/code\u003e override, and more.\u003c/p\u003e\n\u003cp\u003eInstall this version with\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/ce3ec6d87f25b2d1cccb0a20f8fd495dad5c30fb\"\u003e\u003ccode\u003ece3ec6d\u003c/code\u003e\u003c/a\u003e Release v5.5.1\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/610a7c5ccfdfccc19933900feba0206f2e76bf59\"\u003e\u003ccode\u003e610a7c5\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003efix\u003c/code\u003e] Collapse single-key multimodal dicts to bare modality (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3779\"\u003e#3779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/f9f3269c7bd548555b7273a5378d52eeaa5d6286\"\u003e\u003ccode\u003ef9f3269\u003c/code\u003e\u003c/a\u003e Merge branch 'main' into v5.5-release\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/02dc21d77dfd22b5816fb5398877253100b89b43\"\u003e\u003ccode\u003e02dc21d\u003c/code\u003e\u003c/a\u003e Update index tip for v5.5.0 (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3774\"\u003e#3774\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/833828b3dae0cf9e6943ae01b9c9645f883daf3b\"\u003e\u003ccode\u003e833828b\u003c/code\u003e\u003c/a\u003e Release v5.5.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/98ac358861359fd275824732e5f658b2f4ca6c78\"\u003e\u003ccode\u003e98ac358\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Load models in float32 in the training examples \u0026amp; docs (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3773\"\u003e#3773\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/d8ee0410ba140f41aa2ac0735a97e1d690dd2df5\"\u003e\u003ccode\u003ed8ee041\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use modality-neutral terms (input, document) in loss docs \u0026amp; docstrin...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/4c6850e444e5bcedfb026e9d674ae18c19ab5233\"\u003e\u003ccode\u003e4c6850e\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003eexamples\u003c/code\u003e] Avoid LoggingHandler, silence httpx in examples (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3771\"\u003e#3771\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/1418823d250763751ea95212dfb9ecaa919f5e92\"\u003e\u003ccode\u003e1418823\u003c/code\u003e\u003c/a\u003e docs: fix grammar in parallel-sentence-mining README (\u003ca href=\"https://redirect.github.com/huggingface/sentence-transformers/issues/3769\"\u003e#3769\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/sentence-transformers/commit/22a383d3644cfaa40038adb0b70a9320f7f73d36\"\u003e\u003ccode\u003e22a383d\u003c/code\u003e\u003c/a\u003e [\u003ccode\u003edocs\u003c/code\u003e] Use direct class imports in examples \u0026amp; docs (drop `losses.MSELoss(.....\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/sentence-transformers/compare/v5.4.1...v5.5.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `openai` from 2.32.0 to 2.41.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/releases\"\u003eopenai's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev2.41.0\u003c/h2\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.40.0\u003c/h2\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.39.0\u003c/h2\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.38.0\u003c/h2\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev2.37.0\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/openai/openai-python/blob/main/CHANGELOG.md\"\u003eopenai's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e2.41.0 (2026-06-03)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.40.0...v2.41.0\"\u003ev2.40.0...v2.41.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e responses.moderation and chat_completions.moderation (\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e87e46c2\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.40.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.39.0...v2.40.0\"\u003ev2.39.0...v2.40.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e Add Amazon Bedrock Responses support\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e allow setting bedrock api keys on the client directly (\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e4d5bfde\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.39.0 (2026-06-01)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.38.0...v2.39.0\"\u003ev2.38.0...v2.39.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e workload identity in audit logs, additional_tools item in responses, fix ActionSearch.query to be optional. (\u003ca href=\"https://github.com/openai/openai-python/commit/ab60d7a52c310bb0490ff36b8bdc33b8d4ea725f\"\u003eab60d7a\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.38.0 (2026-05-21)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.37.0...v2.38.0\"\u003ev2.37.0...v2.38.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e api update (\u003ca href=\"https://github.com/openai/openai-python/commit/33d1d013250053886a73d178136e6bd1b09df059\"\u003e33d1d01\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e manual updates (\u003ca href=\"https://github.com/openai/openai-python/commit/a21700a2cd510cb9e6c88065ac8e942d4c041aa8\"\u003ea21700a\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e update OpenAPI spec or Stainless config (\u003ca href=\"https://github.com/openai/openai-python/commit/00265c5daba4d2481452ad35220f1556dab6bcf6\"\u003e00265c5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e docs updates (\u003ca href=\"https://github.com/openai/openai-python/commit/ee101520d49e22c09cf8096f8cbb3848ea58a1f9\"\u003eee10152\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003echeck release PR custom code sync (\u003ca href=\"https://github.com/openai/openai-python/commit/2638779a5b8fffaa8fdb6eebc1d734f15d2491f8\"\u003e2638779\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eremove release automation trigger (\u003ca href=\"https://github.com/openai/openai-python/commit/bd6eea559f2996d914258a65e645981bdce3cad4\"\u003ebd6eea5\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003etrigger release automation (\u003ca href=\"https://github.com/openai/openai-python/commit/f62d08201eea8e08d4bb3385662f934d4adccb29\"\u003ef62d082\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e2.37.0 (2026-05-13)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/openai/openai-python/compare/v2.36.0...v2.37.0\"\u003ev2.36.0...v2.37.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2d955a1ac69df0288b8072bbcd25905639e9b2ed\"\u003e\u003ccode\u003e2d955a1\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3359\"\u003e#3359\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/519cd027919fa5b73bd8fe237e80c7a01b3e0b2f\"\u003e\u003ccode\u003e519cd02\u003c/code\u003e\u003c/a\u003e release: 2.41.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/87e46c25ac9ca8cff407b52ad9fb33e326c059d6\"\u003e\u003ccode\u003e87e46c2\u003c/code\u003e\u003c/a\u003e feat(api): responses.moderation and chat_completions.moderation\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a28a3f6aa34f5ac6fcc2fafeb50112f2140c45ae\"\u003e\u003ccode\u003ea28a3f6\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3352\"\u003e#3352\u003c/a\u003e from openai/release-please--branches--main--changes-...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/db6ccafa7b74b72caefbda6fb63bd5c904521770\"\u003e\u003ccode\u003edb6ccaf\u003c/code\u003e\u003c/a\u003e Update CHANGELOG.md\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/2264f700dad91e4f570eb7c0a6f10bbd22d34520\"\u003e\u003ccode\u003e2264f70\u003c/code\u003e\u003c/a\u003e release: 2.40.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/4d5bfdec37fa8a2b2a0413724755e586e627e28d\"\u003e\u003ccode\u003e4d5bfde\u003c/code\u003e\u003c/a\u003e fix(api): allow setting bedrock api keys on the client directly\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/ccef1436d9f52b5014597047e450eef543a87540\"\u003e\u003ccode\u003eccef143\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/openai/openai-python/issues/3326\"\u003e#3326\u003c/a\u003e from openai/codex/bedrock-responses-review\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/a50ff0a19084306a09012ff85f730ea2c129eef9\"\u003e\u003ccode\u003ea50ff0a\u003c/code\u003e\u003c/a\u003e Fix Bedrock with_options overrides\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/openai/openai-python/commit/fdf4901e301fa01b368ede0b5b407dca42f07acc\"\u003e\u003ccode\u003efdf4901\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/openai/openai-python/compare/v2.32.0...v2.41.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `anthropic` from 0.96.0 to 0.107.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/releases\"\u003eanthropic's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.107.0\u003c/h2\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.106.0\u003c/h2\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003ev0.105.2\u003c/h2\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev0.105.1\u003c/h2\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e use Trusted Publishing for PyPI releases (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1d04fc52d2dd1f88e22808de2c53b0d66913631f\"\u003e1d04fc5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/blob/main/CHANGELOG.md\"\u003eanthropic's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.107.0 (2026-06-06)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.106.0...v0.107.0\"\u003ev0.106.0...v0.107.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e small updates to Managed Agents types (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/72923f986f808597f86482a7eae4fba9a791e6ae\"\u003e72923f9\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.106.0 (2026-06-05)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.2...v0.106.0\"\u003ev0.105.2...v0.106.0\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eFeatures\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eapi:\u003c/strong\u003e mark Claude Opus 4.1 as deprecated (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/85068cc4cb42feecb80a378942cec71e1baa8dcf\"\u003e85068cc\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBug Fixes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eclient:\u003c/strong\u003e make Foundry client copy() and with_options() work (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/94146acdc1c6f66f187d5a42e4afbb911e692fe8\"\u003e94146ac\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003etransform schema:\u003c/strong\u003e preserve $defs when schema root is a $ref (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/1642\"\u003e#1642\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/fc58e06b78407b447c50dfea109c6fb300f4b97d\"\u003efc58e06\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix artifact url (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a6ed0c4124d29989a568a27293dadf66e7ebcd6f\"\u003ea6ed0c4\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e fix branch names (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3b0337074f0bbab47bf7f5a2b76b4d240cff719a\"\u003e3b03370\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e update private repo name (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/7dbcb05706f1865afeee62fb06e400f5c4bf619e\"\u003e7dbcb05\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eDocumentation\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003epoint security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e) (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80f2c97b8e9534f9879945de11c11aba00cf8704\"\u003e80f2c97\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.2 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.1...v0.105.2\"\u003ev0.105.1...v0.105.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003e0.105.1 (2026-05-29)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.105.0...v0.105.1\"\u003ev0.105.0...v0.105.1\u003c/a\u003e\u003c/p\u003e\n\u003ch3\u003eChores\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003einternal:\u003c/strong\u003e use Trusted Publishing for PyPI releases (\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1d04fc52d2dd1f88e22808de2c53b0d66913631f\"\u003e1d04fc5\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.105.0 (2026-05-28)\u003c/h2\u003e\n\u003cp\u003eFull Changelog: \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.104.1...v0.105.0\"\u003ev0.104.1...v0.105.0\u003c/a\u003e\u003c/p\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/4ceca722bedbd923671365f1a36f86d09fbec657\"\u003e\u003ccode\u003e4ceca72\u003c/code\u003e\u003c/a\u003e release: 0.107.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/3a6f9d9c217bdb504ddd229618149ab7e8033ad3\"\u003e\u003ccode\u003e3a6f9d9\u003c/code\u003e\u003c/a\u003e feat(api): small updates to Managed Agents types\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/6a70c9f72b16b04348564c5b92961a82ebe4b7da\"\u003e\u003ccode\u003e6a70c9f\u003c/code\u003e\u003c/a\u003e release: 0.106.0\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/8fa41c8acf6885fd8b7a0a67f705bbb9d3058672\"\u003e\u003ccode\u003e8fa41c8\u003c/code\u003e\u003c/a\u003e codegen metadata\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/1f553254640b45aecef37df0000da68dc2bcb9c5\"\u003e\u003ccode\u003e1f55325\u003c/code\u003e\u003c/a\u003e Don't leak ANTHROPIC_API_KEY to the Foundry endpoint (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/18\"\u003e#18\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/a94498c6aa3dd4e237ed72dacdd26336bbd7d9fc\"\u003e\u003ccode\u003ea94498c\u003c/code\u003e\u003c/a\u003e fix(client): make Foundry client copy() and with_options() work\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/907d849f8dfec50dfeda06b5cdde0ee268f9b7f9\"\u003e\u003ccode\u003e907d849\u003c/code\u003e\u003c/a\u003e chore(internal): fix artifact url\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/9676a5d0d40162a385001f60aa136f97b2718309\"\u003e\u003ccode\u003e9676a5d\u003c/code\u003e\u003c/a\u003e docs: point security reports to Anthropic's HackerOne program (\u003ca href=\"https://redirect.github.com/anthropics/anthropic-sdk-python/issues/10\"\u003e#10\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/80c95b8cc47e2e0600be68dda707b3a7231929c8\"\u003e\u003ccode\u003e80c95b8\u003c/code\u003e\u003c/a\u003e chore(internal): fix branch names\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/commit/e5584f948a8692b0fb205248324eb89f269b9b5a\"\u003e\u003ccode\u003ee5584f9\u003c/code\u003e\u003c/a\u003e chore(internal): update private repo name\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/anthropics/anthropic-sdk-python/compare/v0.96.0...v0.107.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langchain-core` from 1.4.0 to 1.4.1\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langchain/releases\"\u003elangchain-core's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003elangchain-core==1.4.1\u003c/h2\u003e\n\u003cp\u003eChanges since langchain-core==1.4.0\u003c/p\u003e\n\u003cp\u003erelease(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\nfix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\ndocs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\nrelease(anthropic): 1.4.4 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37757\"\u003e#37757\u003c/a\u003e)\nchore(core): bump \u003ccode\u003euuid-utils\u003c/code\u003e to 0.16.0 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37699\"\u003e#37699\u003c/a\u003e)\nchore(infra): bump \u003ccode\u003elangchain-tests\u003c/code\u003e floor to 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37610\"\u003e#37610\u003c/a\u003e)\nrelease(standard-tests): 1.1.9 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37609\"\u003e#37609\u003c/a\u003e)\nchore: bump idna from 3.11 to 3.15 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37539\"\u003e#37539\u003c/a\u003e)\nci(infra): harden Dependabot version-bound preservation (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37510\"\u003e#37510\u003c/a\u003e)\nhotfix: bump lockfiles (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37508\"\u003e#37508\u003c/a\u003e)\ndocs(core): note override for \u003ccode\u003e_get_ls_params\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37503\"\u003e#37503\u003c/a\u003e)\nchore(core,langchain,openai): refresh stale OpenAI model references (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37487\"\u003e#37487\u003c/a\u003e)\nchore: bump langsmith from 0.7.31 to 0.8.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37395\"\u003e#37395\u003c/a\u003e)\nfix(core): accept \u003ccode\u003eSerializable\u003c/code\u003e constructor-envelope wire shape in \u003ccode\u003e_convert_to_message\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37456\"\u003e#37456\u003c/a\u003e)\nfix(core): preserve chunk \u003ccode\u003eadditional_kwargs\u003c/code\u003e across v3 stream assembly (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37435\"\u003e#37435\u003c/a\u003e)\nfix(core): preserve reasoning blocks alongside tool_call in v3 stream (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37434\"\u003e#37434\u003c/a\u003e)\nchore: bump jupyter-server from 2.17.0 to 2.18.0 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37354\"\u003e#37354\u003c/a\u003e)\nchore: bump mistune from 3.1.4 to 3.2.1 in /libs/core (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37353\"\u003e#37353\u003c/a\u003e)\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/a401351e12b9a3e1670314adf2f7bbcf8811903c\"\u003e\u003ccode\u003ea401351\u003c/code\u003e\u003c/a\u003e release(core): 1.4.1 (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37922\"\u003e#37922\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/053c368ba438ca077f1348147fadc5dad16d6898\"\u003e\u003ccode\u003e053c368\u003c/code\u003e\u003c/a\u003e fix(core): remove Bedrock prevalidation from \u003ccode\u003eload\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37909\"\u003e#37909\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/0993edba86014788827144c175499755ec5b9f55\"\u003e\u003ccode\u003e0993edb\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37916\"\u003e#37916\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/6f7c8f54454ae45b07ca274cbfbb0afb8cef9041\"\u003e\u003ccode\u003e6f7c8f5\u003c/code\u003e\u003c/a\u003e chore: bump starlette from 0.49.1 to 1.0.1 in /libs/langchain (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37899\"\u003e#37899\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/586bcd46a17be1eafc61127460d766b2a0611db3\"\u003e\u003ccode\u003e586bcd4\u003c/code\u003e\u003c/a\u003e docs(core): expand and link \u003ccode\u003eModelProfile\u003c/code\u003e docstrings (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37904\"\u003e#37904\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/9eab5237ccf7878648b2d33108a7f7e15331c452\"\u003e\u003ccode\u003e9eab523\u003c/code\u003e\u003c/a\u003e chore: bump requests from 2.34.0 to 2.34.2 in /libs/partners/xai (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37903\"\u003e#37903\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/be2e8f70bc472354f23e9f62519427dd2de7d332\"\u003e\u003ccode\u003ebe2e8f7\u003c/code\u003e\u003c/a\u003e ci(infra): add \u003ccode\u003eexclude\u003c/code\u003e input to skip libs in scheduled integration tests (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/3b999176c84c1236e1f6fbaa5194782360e82264\"\u003e\u003ccode\u003e3b99917\u003c/code\u003e\u003c/a\u003e test(langchain,partners): disable pytest-benchmark under xdist to silence `Py...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/34af59c1a69c403d7b34d0bbd9ceffd287e3b0ed\"\u003e\u003ccode\u003e34af59c\u003c/code\u003e\u003c/a\u003e fix(partners): cap aiohttp below 3.14 for vcrpy compat (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37898\"\u003e#37898\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/langchain-ai/langchain/commit/414d7b8e94fca5102e87a1f7a6c70e32622a85b9\"\u003e\u003ccode\u003e414d7b8\u003c/code\u003e\u003c/a\u003e chore(model-profiles): refresh model profile data (\u003ca href=\"https://redirect.github.com/langchain-ai/langchain/issues/37895\"\u003e#37895\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/langchain-ai/langchain/compare/langchain-core==1.4.0...langchain-core==1.4.1\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `langsmith` from 0.8.4 to 0.8.9\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/langchain-ai/langsmith-sdk/releases\"\u003elangsmith's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev0.8.9\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003efeat(sandbox): add JS Dockerfile snapshots by \u003ca href=\"https://github.com/langchain-infra\"\u003e\u003ccode\u003e@​langchain-infra\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2951\"\u003elangchain-ai/langsmith-sdk#2951\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the js-minor-and-patch group across 1 directory with 11 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2931\"\u003elangchain-ai/langsmith-sdk#2931\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump websockets from 15.0.1 to 16.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2811\"\u003elangchain-ai/langsmith-sdk#2811\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): update myst-parser requirement from \u0026gt;=3 to \u0026gt;=4.0.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2841\"\u003elangchain-ai/langsmith-sdk#2841\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump the py-minor-and-patch group across 1 directory with 19 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2934\"\u003elangchain-ai/langsmith-sdk#2934\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps): bump typescript from 5.9.3 to 6.0.3 in /js by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2839\"\u003elangchain-ai/langsmith-sdk#2839\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump google-adk from 1.10.0 to 2.1.0 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2960\"\u003elangchain-ai/langsmith-sdk#2960\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump wrapt from 1.17.3 to 2.2.1 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2961\"\u003elangchain-ai/langsmith-sdk#2961\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump the py-minor-and-patch group in /python with 6 updates by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2958\"\u003elangchain-ai/langsmith-sdk#2958\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003echore(deps-dev): bump types-tqdm from 4.67.3.20260408 to 4.67.3.20260518 in /python by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2959\"\u003elangchain-ai/langsmith-sdk#2959\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eci: add minimum workflow permissions by \u003ca href=\"https://github.com/jkennedyvz\"\u003e\u003ccode\u003e@​jkennedyvz\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/langchain-ai/langsmith-sdk/pull/2967\"\u003elangchain-ai/langsmith-sdk#2967\u003c...\n\n_Description has been truncated_","html_url":"https://github.com/anulum/director-ai/pull/77","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/anulum%2Fdirector-ai/issues/77","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/77/packages"}},{"old_version":"1.6.1","new_version":"1.9.0","update_type":"minor","path":"/cmd/ml-classifier","pr_created_at":"2026-06-06T10:34:27.000Z","version_change":"1.6.1 → 1.9.0","issue":{"uuid":"4602973426","node_id":"PR_kwDOQFNPF87jaJAV","number":44,"state":"open","title":"deps(pip/ml-classifier)(deps): bump scikit-learn from 1.6.1 to 1.9.0 in /cmd/ml-classifier","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":["MAMUER"],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-06T10:34:27.000Z","updated_at":"2026-06-06T10:34:28.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"deps(pip/ml-classifier)(deps)","packages":[{"name":"scikit-learn","old_version":"1.6.1","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/cmd/ml-classifier","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.6.1 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eRelease 1.8.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.8.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_8_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.8.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.8.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14 and features support of free-threaded CPython.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.7.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.7.2 release.\u003c/p\u003e\n\u003cp\u003eThis release contains a few bug fixes and is the first version supporting Python 3.14.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.7.html#version-1-7-2\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e\u0026lt;/tr\u0026gt;\u0026lt;/table\u0026gt; \n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.6.1...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=1.6.1\u0026new-version=1.9.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/MAMUER/Project/pull/44","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/MAMUER%2FProject/issues/44","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/44/packages"}},{"old_version":"1.7.2","new_version":"1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-06T05:52:51.000Z","version_change":"1.7.2 → 1.9.0","issue":{"uuid":"4602160557","node_id":"PR_kwDOSskMEM7jXnPY","number":18,"state":"open","title":"pip: bump scikit-learn from 1.7.2 to 1.9.0","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-06T05:52:51.000Z","updated_at":"2026-06-06T05:52:58.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"pip","packages":[{"name":"scikit-learn","old_version":"1.7.2","new_version":"1.9.0","repository_url":null}],"path":null,"ecosystem":"pip"},"body":null,"html_url":"https://github.com/Lingyu-Kong/UMA-Elec/pull/18","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/Lingyu-Kong%2FUMA-Elec/issues/18","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/18/packages"}},{"old_version":"1.4.0","new_version":"1.5.0","update_type":"minor","path":null,"pr_created_at":"2026-06-04T21:36:52.000Z","version_change":"1.4.0 → 1.5.0","issue":{"uuid":"4592342067","node_id":"PR_kwDOSovjac7i3Uw4","number":7,"state":"open","title":"chore(deps): bump the pip group across 1 directory with 7 updates","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-04T21:36:52.000Z","updated_at":"2026-06-04T21:37:37.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps): bump","group_name":"pip","update_count":7,"packages":[{"name":"python-multipart","old_version":"0.0.6","new_version":"0.0.27","repository_url":"https://github.com/Kludex/python-multipart"},{"name":"pillow","old_version":"10.2.0","new_version":"12.2.0","repository_url":"https://github.com/python-pillow/Pillow"},{"name":"torch","old_version":"2.1.2","new_version":"2.8.0","repository_url":"https://github.com/pytorch/pytorch"},{"name":"transformers","old_version":"4.36.2","new_version":"5.0.0rc3","repository_url":"https://github.com/huggingface/transformers"},{"name":"scikit-learn","old_version":"1.4.0","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"},{"name":"python-dotenv","old_version":"1.0.0","new_version":"1.2.2","repository_url":"https://github.com/theskumar/python-dotenv"},{"name":"pytest","old_version":"8.0.0","new_version":"9.0.3","repository_url":"https://github.com/pytest-dev/pytest"}],"path":null,"ecosystem":"pip"},"body":"Bumps the pip group with 7 updates in the /services/ai directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [python-multipart](https://github.com/Kludex/python-multipart) | `0.0.6` | `0.0.27` |\n| [pillow](https://github.com/python-pillow/Pillow) | `10.2.0` | `12.2.0` |\n| [torch](https://github.com/pytorch/pytorch) | `2.1.2` | `2.8.0` |\n| [transformers](https://github.com/huggingface/transformers) | `4.36.2` | `5.0.0rc3` |\n| [scikit-learn](https://github.com/scikit-learn/scikit-learn) | `1.4.0` | `1.5.0` |\n| [python-dotenv](https://github.com/theskumar/python-dotenv) | `1.0.0` | `1.2.2` |\n| [pytest](https://github.com/pytest-dev/pytest) | `8.0.0` | `9.0.3` |\n\n\nUpdates `python-multipart` from 0.0.6 to 0.0.27\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/releases\"\u003epython-multipart's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eVersion 0.0.27\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003ePass parse offsets via constructors by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003eKludex/python-multipart#268\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd multipart header limits by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003eKludex/python-multipart#267\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.26...0.0.27\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.26\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before first multipart boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003eKludex/python-multipart#262\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing boundary by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003eKludex/python-multipart#259\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.25...0.0.26\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.25...0.0.26\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.25\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eApply Apache-2.0 properly by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003eKludex/python-multipart#247\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003eKludex/python-multipart#252\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize by \u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003eKludex/python-multipart#230\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003eKludex/python-multipart#254\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove custom FormParser classes by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003eKludex/python-multipart#257\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003eKludex/python-multipart#258\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd MIME content type info to File by \u003ca href=\"https://github.com/jhnstrk\"\u003e\u003ccode\u003e@​jhnstrk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003eKludex/python-multipart#143\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.24...0.0.25\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.24...0.0.25\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.24\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e by \u003ca href=\"https://github.com/Kludex\"\u003e\u003ccode\u003e@​Kludex\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003eKludex/python-multipart#244\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.23...0.0.24\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.23...0.0.24\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.23\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemove unused \u003ccode\u003etrust_x_headers\u003c/code\u003e parameter and \u003ccode\u003eX-File-Name\u003c/code\u003e fallback by \u003ca href=\"https://github.com/jhnstrk\"\u003e\u003ccode\u003e@​jhnstrk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/196\"\u003eKludex/python-multipart#196\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReturn processed length from \u003ccode\u003eQuerystringParser._internal_write\u003c/code\u003e by \u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003eKludex/python-multipart#229\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCleanup metadata dunders from \u003ccode\u003e__init__.py\u003c/code\u003e by \u003ca href=\"https://github.com/Chesars\"\u003e\u003ccode\u003e@​Chesars\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003eKludex/python-multipart#227\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Chesars\"\u003e\u003ccode\u003e@​Chesars\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003eKludex/python-multipart#227\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/bysiber\"\u003e\u003ccode\u003e@​bysiber\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003eKludex/python-multipart#229\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.22...0.0.23\"\u003ehttps://github.com/Kludex/python-multipart/compare/0.0.22...0.0.23\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eVersion 0.0.22\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md\"\u003epython-multipart's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e0.0.27 (2026-04-27)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd multipart header limits \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/267\"\u003e#267\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003ePass parse offsets via constructors \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/268\"\u003e#268\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.26 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eSkip preamble before the first multipart boundary more efficiently \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/262\"\u003e#262\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eSilently discard epilogue data after the closing multipart boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/259\"\u003e#259\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.25 (2026-04-10)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd MIME content type info to \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/143\"\u003e#143\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle CTE values case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/258\"\u003e#258\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eRemove custom \u003ccode\u003eFormParser\u003c/code\u003e classes \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/257\"\u003e#257\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eAdd \u003ccode\u003eUPLOAD_DELETE_TMP\u003c/code\u003e to \u003ccode\u003eFormParser\u003c/code\u003e config \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/254\"\u003e#254\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eEmit \u003ccode\u003efield_end\u003c/code\u003e for trailing bare field names on finalize \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/230\"\u003e#230\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eHandle multipart headers case-insensitively \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/252\"\u003e#252\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eApply Apache-2.0 properly \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/247\"\u003e#247\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.24 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eValidate \u003ccode\u003echunk_size\u003c/code\u003e in \u003ccode\u003eparse_form()\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/244\"\u003e#244\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.23 (2026-04-05)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eRemove unused \u003ccode\u003etrust_x_headers\u003c/code\u003e parameter and \u003ccode\u003eX-File-Name\u003c/code\u003e fallback \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/196\"\u003e#196\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eReturn processed length from \u003ccode\u003eQuerystringParser._internal_write\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/229\"\u003e#229\u003c/a\u003e.\u003c/li\u003e\n\u003cli\u003eCleanup metadata dunders from \u003ccode\u003e__init__.py\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/227\"\u003e#227\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.22 (2026-01-25)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDrop directory path from filename in \u003ccode\u003eFile\u003c/code\u003e \u003ca href=\"https://github.com/Kludex/python-multipart/commit/9433f4bbc9652bdde82bbe380984e32f8cfc89c4\"\u003e9433f4b\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.21 (2025-12-17)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eAdd support for Python 3.14 and drop EOL 3.8 and 3.9 \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/216\"\u003e#216\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.20 (2024-12-16)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHandle messages containing only end boundary \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/142\"\u003e#142\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.19 (2024-11-30)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eDon't warn when CRLF is found after last boundary on \u003ccode\u003eMultipartParser\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/193\"\u003e#193\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e0.0.18 (2024-11-28)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eHard break if found data after last boundary on \u003ccode\u003eMultipartParser\u003c/code\u003e \u003ca href=\"https://redirect.github.com/Kludex/python-multipart/pull/189\"\u003e#189\u003c/a\u003e.\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6d1d6892a6b01b25da6f3e7b097e8e06c57fb250\"\u003e\u003ccode\u003e6d1d689\u003c/code\u003e\u003c/a\u003e Version 0.0.27 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/272\"\u003e#272\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/0b10220b1555af068a2bc8b198022b1ae238200f\"\u003e\u003ccode\u003e0b10220\u003c/code\u003e\u003c/a\u003e Run CI on main branch pull requests (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/271\"\u003e#271\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/3e64f5f8caba0e5d391b0c1ad0f1c2edf9e8f911\"\u003e\u003ccode\u003e3e64f5f\u003c/code\u003e\u003c/a\u003e Add multipart header limits (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/267\"\u003e#267\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/eb109cc4eb8174f2a7efc1ba894b1bf6425c0b14\"\u003e\u003ccode\u003eeb109cc\u003c/code\u003e\u003c/a\u003e Pass parse offsets via constructors (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/268\"\u003e#268\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/78e29abb9a339598975beee093a770ec3033f76d\"\u003e\u003ccode\u003e78e29ab\u003c/code\u003e\u003c/a\u003e Bump pytest from 9.0.2 to 9.0.3 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/266\"\u003e#266\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/b2ddd0982bdf0fe852e4f3baa12122d2827af46c\"\u003e\u003ccode\u003eb2ddd09\u003c/code\u003e\u003c/a\u003e fuzz: Enhance fuzzing capabilities with new chunked and boundary tests (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/264\"\u003e#264\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/28f47859b4a40c2e11e02dc514b2e9743ceedd2e\"\u003e\u003ccode\u003e28f4785\u003c/code\u003e\u003c/a\u003e Version 0.0.26 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/263\"\u003e#263\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/d4452a78bbde94995dd3c0d1b4aff3610a5c472f\"\u003e\u003ccode\u003ed4452a7\u003c/code\u003e\u003c/a\u003e Silently discard epilogue data after the closing boundary (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/259\"\u003e#259\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/6a7b76dd2653d99d8e5981d7ff09a4a047750b37\"\u003e\u003ccode\u003e6a7b76d\u003c/code\u003e\u003c/a\u003e Skip preamble before first multipart boundary (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/262\"\u003e#262\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/Kludex/python-multipart/commit/4addb60350fc843f77a1502f14247db91930b3bf\"\u003e\u003ccode\u003e4addb60\u003c/code\u003e\u003c/a\u003e Version 0.0.25 (\u003ca href=\"https://redirect.github.com/Kludex/python-multipart/issues/261\"\u003e#261\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/Kludex/python-multipart/compare/0.0.6...0.0.27\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pillow` from 10.2.0 to 12.2.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-pillow/Pillow/releases\"\u003epillow's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e12.2.0\u003c/h2\u003e\n\u003cp\u003e\u003ca href=\"https://pillow.readthedocs.io/en/stable/releasenotes/12.2.0.html\"\u003ehttps://pillow.readthedocs.io/en/stable/releasenotes/12.2.0.html\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003eDocumentation\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate 12.2.0 release notes \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9522\"\u003e#9522\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd loader plugins: AMOS abk, Atari Degas, 40+ more obscure formats via Netpbm \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9482\"\u003e#9482\u003c/a\u003e [\u003ca href=\"https://github.com/bitplane\"\u003e\u003ccode\u003e@​bitplane\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Python versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9515\"\u003e#9515\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eJeffrey A. Clark -\u0026gt; Jeffrey 'Alex' Clark \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9513\"\u003e#9513\u003c/a\u003e [\u003ca href=\"https://github.com/aclark4life\"\u003e\u003ccode\u003e@​aclark4life\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd release notes for \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9394\"\u003e#9394\u003c/a\u003e, \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9419\"\u003e#9419\u003c/a\u003e and \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9456\"\u003e#9456\u003c/a\u003e \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9467\"\u003e#9467\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd Amiga Workbench .info loader to 3rd party plugins list \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9459\"\u003e#9459\u003c/a\u003e [\u003ca href=\"https://github.com/bitplane\"\u003e\u003ccode\u003e@​bitplane\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eMerge PFM documentation into PPM \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9434\"\u003e#9434\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate macOS tested Pillow versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9431\"\u003e#9431\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eFix CVE number \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9430\"\u003e#9430\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eDependencies\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate xz to 5.8.3 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9523\"\u003e#9523\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libjpeg-turbo to 3.1.4.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9507\"\u003e#9507\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libpng to 1.6.56 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9499\"\u003e#9499\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate freetype to 2.14.3 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9485\"\u003e#9485\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated libavif to 1.4.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9479\"\u003e#9479\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated harfbuzz to 13.2.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9461\"\u003e#9461\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Ghostscript to 10.7.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9469\"\u003e#9469\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate harfbuzz to 13.0.1 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9453\"\u003e#9453\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate libavif to 1.4.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9460\"\u003e#9460\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate freetype to 2.14.2 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9449\"\u003e#9449\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate actions/download-artifact action to v8 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9451\"\u003e#9451\u003c/a\u003e [@\u003ca href=\"https://github.com/apps/renovate\"\u003erenovate[bot]\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdated libpng to 1.6.55 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9425\"\u003e#9425\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eTesting\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eCleanup .spider extension in the same test where it is added \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9517\"\u003e#9517\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eRun tests in parallel via tox for 3.5x speedup \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9516\"\u003e#9516\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eEnable colour in CI logs \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9486\"\u003e#9486\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate Ghostscript to 10.7.0 \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9469\"\u003e#9469\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eSimplify TGA test code \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9477\"\u003e#9477\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate tests to check for ValueError when encoding an empty image \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9464\"\u003e#9464\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpgrade CI from \u003ccode\u003emacos-15-intel\u003c/code\u003e to \u003ccode\u003emacos-26-intel\u003c/code\u003e \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9454\"\u003e#9454\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eAdd check-case-conflict hook \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9446\"\u003e#9446\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eSpecify platform when pulling docker image \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9440\"\u003e#9440\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eGHA: Cache libavif and webp builds for Ubuntu \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9437\"\u003e#9437\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eUpdate macOS tested Pillow versions \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9431\"\u003e#9431\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eOther changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eCheck calloc return value \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9527\"\u003e#9527\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eCheck all allocs in the Arrow tree \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9488\"\u003e#9488\u003c/a\u003e [\u003ca href=\"https://github.com/wiredfool\"\u003e\u003ccode\u003e@​wiredfool\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eReject non-numeric elements inside list coords \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9526\"\u003e#9526\u003c/a\u003e [\u003ca href=\"https://github.com/hugovk\"\u003e\u003ccode\u003e@​hugovk\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003cli\u003eMove variable declaration inside define \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9525\"\u003e#9525\u003c/a\u003e [\u003ca href=\"https://github.com/radarhere\"\u003e\u003ccode\u003e@​radarhere\u003c/code\u003e\u003c/a\u003e]\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst\"\u003epillow's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eChangelog (Pillow)\u003c/h1\u003e\n\u003ch2\u003e11.1.0 and newer\u003c/h2\u003e\n\u003cp\u003eSee GitHub Releases:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/releases\"\u003ehttps://github.com/python-pillow/Pillow/releases\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e11.0.0 (2024-10-15)\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003eUpdate licence to MIT-CMU \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8460\"\u003e#8460\u003c/a\u003e\n[hugovk]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eConditionally define ImageCms type hint to avoid requiring core \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8197\"\u003e#8197\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport writing LONG8 offsets in AppendingTiffWriter \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8417\"\u003e#8417\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse ImageFile.MAXBLOCK when saving TIFF images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8461\"\u003e#8461\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eDo not close provided file handles with libtiff when saving \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8458\"\u003e#8458\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport ImageFilter.BuiltinFilter for I;16* images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8438\"\u003e#8438\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse ImagingCore.ptr instead of ImagingCore.id \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8341\"\u003e#8341\u003c/a\u003e\n[homm, radarhere, hugovk]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUpdated EPS mode when opening images without transparency \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8281\"\u003e#8281\u003c/a\u003e\n[Yay295, radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eUse transparency when combining P frames from APNGs \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8443\"\u003e#8443\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eSupport all resampling filters when resizing I;16* images \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8422\"\u003e#8422\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eFree memory on early return \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8413\"\u003e#8413\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eCast int before potentially exceeding INT_MAX \u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/8402\"\u003e#8402\u003c/a\u003e\n[radarhere]\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/3c41c095064200a02672d89cc5ff629eaf4b0d4f\"\u003e\u003ccode\u003e3c41c09\u003c/code\u003e\u003c/a\u003e 12.2.0 version bump\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/cdaa29eb520291c4f1fb50fb71ae46502d41e460\"\u003e\u003ccode\u003ecdaa29e\u003c/code\u003e\u003c/a\u003e Check calloc return value (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9527\"\u003e#9527\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/585b2f5a780722c8a5bfffb3a40f7f42e8a205be\"\u003e\u003ccode\u003e585b2f5\u003c/code\u003e\u003c/a\u003e Check calloc return value\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/ecf011ea15991d4cebacd946e58270cc30b0f2c1\"\u003e\u003ccode\u003eecf011e\u003c/code\u003e\u003c/a\u003e Check all allocs in the Arrow tree (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9488\"\u003e#9488\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/cf6de8ca9b23e714aa5310e1c791eda66fc0b670\"\u003e\u003ccode\u003ecf6de8c\u003c/code\u003e\u003c/a\u003e Reject non-numeric elements inside list coords (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9526\"\u003e#9526\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/ffdcede6516b28d9667c92929854023d17048b64\"\u003e\u003ccode\u003effdcede\u003c/code\u003e\u003c/a\u003e Update 12.2.0 release notes (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9522\"\u003e#9522\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/7929d7760fe5a307ba5ae6eabdf70ae4486b147c\"\u003e\u003ccode\u003e7929d77\u003c/code\u003e\u003c/a\u003e Added security release notes (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/149\"\u003e#149\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/c4f7aa5dfb4dbd1242978ac235e01b9934ec6d3c\"\u003e\u003ccode\u003ec4f7aa5\u003c/code\u003e\u003c/a\u003e Added security release notes\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/22cdb5f2e4b15250c06563b1124ac1667342712f\"\u003e\u003ccode\u003e22cdb5f\u003c/code\u003e\u003c/a\u003e Move variable declaration inside define (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9525\"\u003e#9525\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/python-pillow/Pillow/commit/fc15b3b01899408ec989d7804c5283e13802d057\"\u003e\u003ccode\u003efc15b3b\u003c/code\u003e\u003c/a\u003e Resize tall images vertically first (\u003ca href=\"https://redirect.github.com/python-pillow/Pillow/issues/9524\"\u003e#9524\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/python-pillow/Pillow/compare/10.2.0...12.2.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `torch` from 2.1.2 to 2.8.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytorch/pytorch/releases\"\u003etorch's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003ePyTorch 2.8.0 Release Notes\u003c/h1\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#highlights\"\u003eHighlights\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#backwards-incompatible-changes\"\u003eBackwards Incompatible Changes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#deprecations\"\u003eDeprecations\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#new-features\"\u003eNew Features\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#improvements\"\u003eImprovements\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#bug-fixes\"\u003eBug fixes\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#performance\"\u003ePerformance\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#documentation\"\u003eDocumentation\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/blob/HEAD/#developers\"\u003eDevelopers\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch1\u003eHighlights\u003c/h1\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/ba56102387ef21a3b04b357e5b183d48f0afefc7\"\u003e\u003ccode\u003eba56102\u003c/code\u003e\u003c/a\u003e Cherrypick: Add the RunLLM widget to the website (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/159592\"\u003e#159592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/c525a02c89217181b5731d8043c7309a84e84066\"\u003e\u003ccode\u003ec525a02\u003c/code\u003e\u003c/a\u003e [dynamo, docs] cherry pick torch.compile programming model docs into 2.8 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/15\"\u003e#15\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/a1cb3cc05d46d198467bebbb6e8fba50a325d4e7\"\u003e\u003ccode\u003ea1cb3cc\u003c/code\u003e\u003c/a\u003e [Release Only] Remove nvshmem from list of preload libraries (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158925\"\u003e#158925\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/c76b2356bc31654de2af0c98cce1bef291f06f89\"\u003e\u003ccode\u003ec76b235\u003c/code\u003e\u003c/a\u003e Move out super large one off foreach_copy test (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158880\"\u003e#158880\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/20a0e225a01d4ebbffd44a6a59acff628359c772\"\u003e\u003ccode\u003e20a0e22\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;[Dynamo] Allow inlining into AO quantization modules (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/152934\"\u003e#152934\u003c/a\u003e)\u0026quot; (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158\"\u003e#158\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/9167ac8c75481e2beb3746aa37b7f48a213c631e\"\u003e\u003ccode\u003e9167ac8\u003c/code\u003e\u003c/a\u003e [MPS] Switch Cholesky  decomp to column wise (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158237\"\u003e#158237\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/5534685c62399db8d1e51b47e2dcbc17deaab230\"\u003e\u003ccode\u003e5534685\u003c/code\u003e\u003c/a\u003e [MPS] Reimplement \u003ccode\u003etri[ul]\u003c/code\u003e as Metal shaders (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158867\"\u003e#158867\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/d19e08d74b2a27e661bf57a9015014b757e8ea31\"\u003e\u003ccode\u003ed19e08d\u003c/code\u003e\u003c/a\u003e Cherry pick PR 158746 (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158801\"\u003e#158801\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/a6c044ab9aa14f0864c6a572f7c023432511c5ea\"\u003e\u003ccode\u003ea6c044a\u003c/code\u003e\u003c/a\u003e [cherry-pick] Unify torch.tensor and torch.ops.aten.scalar_tensor behavior (#...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytorch/pytorch/commit/620ebd0646252bbb22524f5c252ec7e9ab977bee\"\u003e\u003ccode\u003e620ebd0\u003c/code\u003e\u003c/a\u003e [Dynamo] Use proper sources for constructing dataclass defaults (\u003ca href=\"https://redirect.github.com/pytorch/pytorch/issues/158689\"\u003e#158689\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytorch/pytorch/compare/v2.1.2...v2.8.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `transformers` from 4.36.2 to 5.0.0rc3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/huggingface/transformers/releases\"\u003etransformers's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch1\u003eRelease candidate v5.0.0rc3\u003c/h1\u003e\n\u003ch2\u003eNew models:\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e[GLM-4.7] GLM-Lite Supoort by \u003ca href=\"https://github.com/zRzRzRzRzRzRzR\"\u003e\u003ccode\u003e@​zRzRzRzRzRzRzR\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43031\"\u003ehuggingface/transformers#43031\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[GLM-Image] AR Model Support for GLM-Image by \u003ca href=\"https://github.com/zRzRzRzRzRzRzR\"\u003e\u003ccode\u003e@​zRzRzRzRzRzRzR\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43100\"\u003ehuggingface/transformers#43100\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd LWDetr model by \u003ca href=\"https://github.com/sbucaille\"\u003e\u003ccode\u003e@​sbucaille\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/40991\"\u003ehuggingface/transformers#40991\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd LightOnOCR model implementation by \u003ca href=\"https://github.com/baptiste-aubertin\"\u003e\u003ccode\u003e@​baptiste-aubertin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/41621\"\u003ehuggingface/transformers#41621\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003cp\u003eWe are getting closer and closer to the official release!\nThis RC is focused on removing more of the deprecated stuff, fixing some minors issues, doc updates.\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003eUpdate Japanese README to match English version by \u003ca href=\"https://github.com/lilin-1\"\u003e\u003ccode\u003e@​lilin-1\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43069\"\u003ehuggingface/transformers#43069\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] Deploying by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42263\"\u003ehuggingface/transformers#42263\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] inference engines by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42932\"\u003ehuggingface/transformers#42932\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix typos: Remove duplicate duplicate words words by \u003ca href=\"https://github.com/efeecllk\"\u003e\u003ccode\u003e@​efeecllk\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43040\"\u003ehuggingface/transformers#43040\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[style] Rework ruff rules and update all files by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43144\"\u003ehuggingface/transformers#43144\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[CB] Minor fix in kwargs by \u003ca href=\"https://github.com/remi-or\"\u003e\u003ccode\u003e@​remi-or\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43147\"\u003ehuggingface/transformers#43147\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[Bug] qwen2_5_omni: cap generation length to be less than the max_position_embedding in DiT by \u003ca href=\"https://github.com/sniper35\"\u003e\u003ccode\u003e@​sniper35\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43068\"\u003ehuggingface/transformers#43068\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix some deprecated practices in torch 2.9 by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43167\"\u003ehuggingface/transformers#43167\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix Fuyu processor width dimension bug in \u003ccode\u003e_get_num_multimodal_tokens\u003c/code\u003e by \u003ca href=\"https://github.com/Abhinavexists\"\u003e\u003ccode\u003e@​Abhinavexists\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43137\"\u003ehuggingface/transformers#43137\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eInherit from PreTrainedTokenizerBase by \u003ca href=\"https://github.com/juliendenize\"\u003e\u003ccode\u003e@​juliendenize\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43143\"\u003ehuggingface/transformers#43143\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eGeneration config boolean defaults by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43000\"\u003ehuggingface/transformers#43000\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003eBartModelIntegrationTest\u003c/code\u003e by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43160\"\u003ehuggingface/transformers#43160\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix failure of llava/pixtral by \u003ca href=\"https://github.com/sywangyi\"\u003e\u003ccode\u003e@​sywangyi\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42985\"\u003ehuggingface/transformers#42985\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eGemmaTokenizer: remove redundant whitespace pre-tokenizer by \u003ca href=\"https://github.com/vaibhav-research\"\u003e\u003ccode\u003e@​vaibhav-research\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43106\"\u003ehuggingface/transformers#43106\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSupport \u003ccode\u003eauto_doctring\u003c/code\u003e in Processors by \u003ca href=\"https://github.com/yonigozlan\"\u003e\u003ccode\u003e@​yonigozlan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42101\"\u003ehuggingface/transformers#42101\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003eBitModelIntegrationTest\u003c/code\u003e by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43164\"\u003ehuggingface/transformers#43164\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[\u003ccode\u003eFp8\u003c/code\u003e] Fix experts by \u003ca href=\"https://github.com/vasqu\"\u003e\u003ccode\u003e@​vasqu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43154\"\u003ehuggingface/transformers#43154\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eDocs: improve wording for documentation build instructions by \u003ca href=\"https://github.com/Sailnagale\"\u003e\u003ccode\u003e@​Sailnagale\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43007\"\u003ehuggingface/transformers#43007\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[makefile] Cleanup and improve the rules by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43171\"\u003ehuggingface/transformers#43171\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eSome new models added stuff that was already removed by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43179\"\u003ehuggingface/transformers#43179\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFixes and compilation warning in torchao docs by \u003ca href=\"https://github.com/merveenoyan\"\u003e\u003ccode\u003e@​merveenoyan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42909\"\u003ehuggingface/transformers#42909\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[cache] Remove all deprecated classes by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43168\"\u003ehuggingface/transformers#43168\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBump huggingface_hub minimal version by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43188\"\u003ehuggingface/transformers#43188\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRework check_config_attributes.py by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43191\"\u003ehuggingface/transformers#43191\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix generation config validation by \u003ca href=\"https://github.com/zucchini-nlp\"\u003e\u003ccode\u003e@​zucchini-nlp\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43175\"\u003ehuggingface/transformers#43175\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[style] Use 'x | y' syntax for processors as well by \u003ca href=\"https://github.com/Wauplin\"\u003e\u003ccode\u003e@​Wauplin\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43189\"\u003ehuggingface/transformers#43189\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove deprecated objects by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43170\"\u003ehuggingface/transformers#43170\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003efix chunked prefill implementation issue-43082 by \u003ca href=\"https://github.com/marcndo\"\u003e\u003ccode\u003e@​marcndo\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43132\"\u003ehuggingface/transformers#43132\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eReduce add_dates verbosity by \u003ca href=\"https://github.com/yonigozlan\"\u003e\u003ccode\u003e@​yonigozlan\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43184\"\u003ehuggingface/transformers#43184\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for MiniMax-M2 by \u003ca href=\"https://github.com/rogeryoungh\"\u003e\u003ccode\u003e@​rogeryoungh\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/42028\"\u003ehuggingface/transformers#42028\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix failing \u003ccode\u003esalesforce-ctrl\u003c/code\u003e, \u003ccode\u003exlm\u003c/code\u003e \u0026amp; \u003ccode\u003egpt-neo\u003c/code\u003e model generation tests by \u003ca href=\"https://github.com/Sai-Suraj-27\"\u003e\u003ccode\u003e@​Sai-Suraj-27\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43180\"\u003ehuggingface/transformers#43180\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eLess verbose library helpers by \u003ca href=\"https://github.com/Cyrilvallez\"\u003e\u003ccode\u003e@​Cyrilvallez\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43197\"\u003ehuggingface/transformers#43197\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003erun all test files on CircleCI by \u003ca href=\"https://github.com/ydshieh\"\u003e\u003ccode\u003e@​ydshieh\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43146\"\u003ehuggingface/transformers#43146\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eClamp temperature to \u0026gt;=1.0 for Dia generation by \u003ca href=\"https://github.com/Haseebasif7\"\u003e\u003ccode\u003e@​Haseebasif7\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43029\"\u003ehuggingface/transformers#43029\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eFix spelling typos in comments and code by \u003ca href=\"https://github.com/raimbekovm\"\u003e\u003ccode\u003e@​raimbekovm\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43046\"\u003ehuggingface/transformers#43046\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e[docs] llama.cpp by \u003ca href=\"https://github.com/stevhliu\"\u003e\u003ccode\u003e@​stevhliu\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/huggingface/transformers/pull/43185\"\u003ehuggingface/transformers#43185\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/cb5079fa72456d8ce27fc2041389beb5e1357f48\"\u003e\u003ccode\u003ecb5079f\u003c/code\u003e\u003c/a\u003e v5.0.0rc3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/d1808f2c36c02faad537f9737a76165e49b041f9\"\u003e\u003ccode\u003ed1808f2\u003c/code\u003e\u003c/a\u003e [ci] Fixing some failing tests for important models (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43231\"\u003e#43231\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/3d276453a2b7c74f3259b1c136db3dd79c51756b\"\u003e\u003ccode\u003e3d27645\u003c/code\u003e\u003c/a\u003e Add LightOnOCR model implementation (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/41621\"\u003e#41621\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/77146cc9088ec8fc1dd476b40b1c6cdb0792afe3\"\u003e\u003ccode\u003e77146cc\u003c/code\u003e\u003c/a\u003e fix crash in when running FSDP2+TP (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43226\"\u003e#43226\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/61317f5ac78511a1c02b08c0e73012d9542183ed\"\u003e\u003ccode\u003e61317f5\u003c/code\u003e\u003c/a\u003e [CB] Ensure parallel decoding test passes using FA (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43277\"\u003e#43277\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/1efe1a633a47628134a2ba6376512af99cc3c9df\"\u003e\u003ccode\u003e1efe1a6\u003c/code\u003e\u003c/a\u003e Fix failing  \u003ccode\u003ePegasusX\u003c/code\u003e, \u003ccode\u003eMvp\u003c/code\u003e \u0026amp; \u003ccode\u003eLED\u003c/code\u003e model integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43245\"\u003e#43245\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e8ae373133be1eff2254c5dd71fcd628445cb4a4\"\u003e\u003ccode\u003ee8ae373\u003c/code\u003e\u003c/a\u003e [consistency] Ensure models are added to the \u003ccode\u003e_toctree.yml\u003c/code\u003e (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43264\"\u003e#43264\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/c85be9899355c72771b3237f2434c7c84748427a\"\u003e\u003ccode\u003ec85be98\u003c/code\u003e\u003c/a\u003e [docs] tensorrt-llm (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43176\"\u003e#43176\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/38022fd891209fa1e386b9afb971a9d2d35ec175\"\u003e\u003ccode\u003e38022fd\u003c/code\u003e\u003c/a\u003e [style] Fix init isort and align makefile and CI (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43260\"\u003e#43260\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/huggingface/transformers/commit/e977446e632670f9972fc4ff1432b414c8b813cb\"\u003e\u003ccode\u003ee977446\u003c/code\u003e\u003c/a\u003e Fix failing \u003ccode\u003eHiera\u003c/code\u003e, \u003ccode\u003eSwiftFormer\u003c/code\u003e \u0026amp; \u003ccode\u003eLED\u003c/code\u003e Model integration tests (\u003ca href=\"https://redirect.github.com/huggingface/transformers/issues/43225\"\u003e#43225\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/huggingface/transformers/compare/v4.36.2...v5.0.0rc3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `scikit-learn` from 1.4.0 to 1.5.0\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.4.0...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `python-dotenv` from 1.0.0 to 1.2.2\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/theskumar/python-dotenv/releases\"\u003epython-dotenv's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003ev1.2.2\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14, including the free-threaded (3.14t) build. (#)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003edotenv run\u003c/code\u003e command now forwards flags directly to the specified command by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/607\"\u003etheskumar/python-dotenv#607\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImproved documentation clarity regarding override behavior and the reference page.\u003c/li\u003e\n\u003cli\u003eUpdated PyPy support to version 3.11.\u003c/li\u003e\n\u003cli\u003eDocumentation for FIFO file support.\u003c/li\u003e\n\u003cli\u003eSupport for Python 3.9.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved \u003ccode\u003eset_key\u003c/code\u003e and \u003ccode\u003eunset_key\u003c/code\u003e behavior when interacting with symlinks by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://github.com/theskumar/python-dotenv/commit/790c5c02991100aa1bf41ee5330aca75edc51311\"\u003e#790c5\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eCorrected the license specifier and added missing Python 3.14 classifiers in package metadata by \u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/590\"\u003etheskumar/python-dotenv#590\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e and \u003ccode\u003edotenv.unset_key\u003c/code\u003e used to follow symlinks in some\nsituations. This is no longer the case. For that behavior to be restored in\nall cases, \u003ccode\u003efollow_symlinks=True\u003c/code\u003e should be used.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn the CLI, \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e used to follow symlinks in some situations. This\nis no longer the case.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e, \u003ccode\u003edotenv.unset_key\u003c/code\u003e and the CLI commands \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e\nused to reset the file mode of the modified .env file to \u003ccode\u003e0o600\u003c/code\u003e in some\nsituations. This is no longer the case: The original mode of the file is now\npreserved. Is the file needed to be created or wasn't a regular file, mode\n\u003ccode\u003e0o600\u003c/code\u003e is used.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eMisc\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eskip 000 permission tests for root user by \u003ca href=\"https://github.com/burnout-projects\"\u003e\u003ccode\u003e@​burnout-projects\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/561\"\u003etheskumar/python-dotenv#561\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eBump actions/checkout from 5 to 6 in the github-actions group by \u003ca href=\"https://github.com/dependabot\"\u003e\u003ccode\u003e@​dependabot\u003c/code\u003e\u003c/a\u003e[bot] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/593\"\u003etheskumar/python-dotenv#593\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd Windows testing to CI by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/604\"\u003etheskumar/python-dotenv#604\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImprove workflow efficiency with best practices by \u003ca href=\"https://github.com/theskumar\"\u003e\u003ccode\u003e@​theskumar\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/609\"\u003etheskumar/python-dotenv#609\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eRemove the use of \u003ccode\u003esh\u003c/code\u003e in tests by \u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/612\"\u003etheskumar/python-dotenv#612\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eNew Contributors\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/590\"\u003etheskumar/python-dotenv#590\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/burnout-projects\"\u003e\u003ccode\u003e@​burnout-projects\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/561\"\u003etheskumar/python-dotenv#561\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/cpackham-atlnz\"\u003e\u003ccode\u003e@​cpackham-atlnz\u003c/code\u003e\u003c/a\u003e made their first contribution in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/pull/597\"\u003etheskumar/python-dotenv#597\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003e\u003cstrong\u003eFull Changelog\u003c/strong\u003e: \u003ca href=\"https://github.com/theskumar/python-dotenv/compare/v1.2.1...v1.2.2\"\u003ehttps://github.com/theskumar/python-dotenv/compare/v1.2.1...v1.2.2\u003c/a\u003e\u003c/p\u003e\n\u003ch2\u003ev1.2.1\u003c/h2\u003e\n\u003ch2\u003eWhat's Changed\u003c/h2\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eChangelog\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/theskumar/python-dotenv/blob/main/CHANGELOG.md\"\u003epython-dotenv's changelog\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e[1.2.2] - 2026-03-01\u003c/h2\u003e\n\u003ch3\u003eAdded\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eSupport for Python 3.14, including the free-threaded (3.14t) build. (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/588\"\u003e#588\u003c/a\u003e)\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eChanged\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eThe \u003ccode\u003edotenv run\u003c/code\u003e command now forwards flags directly to the specified command by [\u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/607\"\u003e#607\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eImproved documentation clarity regarding override behavior and the reference page.\u003c/li\u003e\n\u003cli\u003eUpdated PyPy support to version 3.11.\u003c/li\u003e\n\u003cli\u003eDocumentation for FIFO file support.\u003c/li\u003e\n\u003cli\u003eDropped Support for Python 3.9.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eImproved \u003ccode\u003eset_key\u003c/code\u003e and \u003ccode\u003eunset_key\u003c/code\u003e behavior when interacting with symlinks by [\u003ca href=\"https://github.com/bbc2\"\u003e\u003ccode\u003e@​bbc2\u003c/code\u003e\u003c/a\u003e] in [790c5c0]\u003c/li\u003e\n\u003cli\u003eCorrected the license specifier and added missing Python 3.14 classifiers in package metadata by [\u003ca href=\"https://github.com/JYOuyang\"\u003e\u003ccode\u003e@​JYOuyang\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/590\"\u003e#590\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch3\u003eBreaking Changes\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e and \u003ccode\u003edotenv.unset_key\u003c/code\u003e used to follow symlinks in some\nsituations. This is no longer the case. For that behavior to be restored in\nall cases, \u003ccode\u003efollow_symlinks=True\u003c/code\u003e should be used.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003eIn the CLI, \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e used to follow symlinks in some situations. This\nis no longer the case.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ccode\u003edotenv.set_key\u003c/code\u003e, \u003ccode\u003edotenv.unset_key\u003c/code\u003e and the CLI commands \u003ccode\u003eset\u003c/code\u003e and \u003ccode\u003eunset\u003c/code\u003e\nused to reset the file mode of the modified .env file to \u003ccode\u003e0o600\u003c/code\u003e in some\nsituations. This is no longer the case: The original mode of the file is now\npreserved. Is the file needed to be created or wasn't a regular file, mode\n\u003ccode\u003e0o600\u003c/code\u003e is used.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.2.1] - 2025-10-26\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eMove more config to \u003ccode\u003epyproject.toml\u003c/code\u003e, removed \u003ccode\u003esetup.cfg\u003c/code\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for reading \u003ccode\u003e.env\u003c/code\u003e from FIFOs (Unix) by [\u003ca href=\"https://github.com/sidharth-sudhir\"\u003e\u003ccode\u003e@​sidharth-sudhir\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/586\"\u003e#586\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.2.0] - 2025-10-26\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003eUpgrade build system to use PEP 517 \u0026amp; PEP 518 to use \u003ccode\u003ebuild\u003c/code\u003e and \u003ccode\u003epyproject.toml\u003c/code\u003e by [\u003ca href=\"https://github.com/EpicWink\"\u003e\u003ccode\u003e@​EpicWink\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/583\"\u003e#583\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for Python 3.14 by [\u003ca href=\"https://github.com/23f3001135\"\u003e\u003ccode\u003e@​23f3001135\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/579\"\u003e#579\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003eAdd support for disabling of \u003ccode\u003eload_dotenv()\u003c/code\u003e using \u003ccode\u003ePYTHON_DOTENV_DISABLED\u003c/code\u003e env var. by [\u003ca href=\"https://github.com/matthewfranglen\"\u003e\u003ccode\u003e@​matthewfranglen\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/569\"\u003e#569\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e[1.1.1] - 2025-06-24\u003c/h2\u003e\n\u003ch3\u003eFixed\u003c/h3\u003e\n\u003cul\u003e\n\u003cli\u003eCLI: Ensure \u003ccode\u003efind_dotenv\u003c/code\u003e work reliably on python 3.13 by [\u003ca href=\"https://github.com/theskumar\"\u003e\u003ccode\u003e@​theskumar\u003c/code\u003e\u003c/a\u003e] in \u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/563\"\u003e#563\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/36004e0e34be7665ff2b11a8a4005144f76f176d\"\u003e\u003ccode\u003e36004e0\u003c/code\u003e\u003c/a\u003e Bump version: 1.2.1 → 1.2.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/eb202520e5933c9daf42501e1e42fdb0144002c8\"\u003e\u003ccode\u003eeb20252\u003c/code\u003e\u003c/a\u003e docs: update changelog for v1.2.2\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/790c5c02991100aa1bf41ee5330aca75edc51311\"\u003e\u003ccode\u003e790c5c0\u003c/code\u003e\u003c/a\u003e Merge commit from fork\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/43340da220fb4ca4f95357bbe21a3c7f8f1278b1\"\u003e\u003ccode\u003e43340da\u003c/code\u003e\u003c/a\u003e Remove the use of \u003ccode\u003esh\u003c/code\u003e in tests (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/612\"\u003e#612\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/09d7cee32459e7abdcb5c9d8122a552589c06a9c\"\u003e\u003ccode\u003e09d7cee\u003c/code\u003e\u003c/a\u003e docs: clarify override behavior and document FIFO support (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/610\"\u003e#610\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/c8de2887c00198c22842c5ae5e92d1747467363c\"\u003e\u003ccode\u003ec8de288\u003c/code\u003e\u003c/a\u003e ci: improve workflow efficiency with best practices (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/609\"\u003e#609\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/7bd9e3dbfedc0983ad7d56d5570013035242bdf4\"\u003e\u003ccode\u003e7bd9e3d\u003c/code\u003e\u003c/a\u003e Add Windows testing to CI (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/604\"\u003e#604\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/1baaf04f336072e0ee324d5df9563ec767f14f81\"\u003e\u003ccode\u003e1baaf04\u003c/code\u003e\u003c/a\u003e Drop Python 3.9 support and update to PyPy 3.11 (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/608\"\u003e#608\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/4a22cf8993804aeede0c20b75bb1a29d3a99e9dc\"\u003e\u003ccode\u003e4a22cf8\u003c/code\u003e\u003c/a\u003e ci: enable testing on Python 3.14t (free-threaded) (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/588\"\u003e#588\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/theskumar/python-dotenv/commit/e2e8e776b42e382ae38b44d3982dd649e7507dd4\"\u003e\u003ccode\u003ee2e8e77\u003c/code\u003e\u003c/a\u003e Fix license specifier (\u003ca href=\"https://redirect.github.com/theskumar/python-dotenv/issues/597\"\u003e#597\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/theskumar/python-dotenv/compare/v1.0.0...v1.2.2\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\nUpdates `pytest` from 8.0.0 to 9.0.3\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/pytest-dev/pytest/releases\"\u003epytest's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003e9.0.3\u003c/h2\u003e\n\u003ch1\u003epytest 9.0.3 (2026-04-07)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12444\"\u003e#12444\u003c/a\u003e: Fixed \u003ccode\u003epytest.approx\u003c/code\u003e which now correctly takes into account \u003ccode\u003e~collections.abc.Mapping\u003c/code\u003e keys order to compare them.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13634\"\u003e#13634\u003c/a\u003e: Blocking a \u003ccode\u003econftest.py\u003c/code\u003e file using the \u003ccode\u003e-p no:\u003c/code\u003e option is now explicitly disallowed.\u003c/p\u003e\n\u003cp\u003ePreviously this resulted in an internal assertion failure during plugin loading.\u003c/p\u003e\n\u003cp\u003ePytest now raises a clear \u003ccode\u003eUsageError\u003c/code\u003e explaining that conftest files are not plugins and cannot be disabled via \u003ccode\u003e-p\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13734\"\u003e#13734\u003c/a\u003e: Fixed crash when a test raises an exceptiongroup with \u003ccode\u003e__tracebackhide__ = True\u003c/code\u003e.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14195\"\u003e#14195\u003c/a\u003e: Fixed an issue where non-string messages passed to \u003c!-- raw HTML omitted --\u003eunittest.TestCase.subTest()\u003c!-- raw HTML omitted --\u003e were not printed.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14343\"\u003e#14343\u003c/a\u003e: Fixed use of insecure temporary directory (CVE-2025-71176).\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eImproved documentation\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13388\"\u003e#13388\u003c/a\u003e: Clarified documentation for \u003ccode\u003e-p\u003c/code\u003e vs \u003ccode\u003ePYTEST_PLUGINS\u003c/code\u003e plugin loading and fixed an incorrect \u003ccode\u003e-p\u003c/code\u003e example.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13731\"\u003e#13731\u003c/a\u003e: Clarified that capture fixtures (e.g. \u003ccode\u003ecapsys\u003c/code\u003e and \u003ccode\u003ecapfd\u003c/code\u003e) take precedence over the \u003ccode\u003e-s\u003c/code\u003e / \u003ccode\u003e--capture=no\u003c/code\u003e command-line options in \u003ccode\u003eAccessing captured output from a test function \u0026lt;accessing-captured-output\u0026gt;\u003c/code\u003e.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14088\"\u003e#14088\u003c/a\u003e: Clarified that the default \u003ccode\u003epytest_collection\u003c/code\u003e hook sets \u003ccode\u003esession.items\u003c/code\u003e before it calls \u003ccode\u003epytest_collection_finish\u003c/code\u003e, not after.\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14255\"\u003e#14255\u003c/a\u003e: TOML integer log levels must be quoted: Updating reference documentation.\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003eContributor-facing changes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12689\"\u003e#12689\u003c/a\u003e: The test reports are now published to Codecov from GitHub Actions.\nThe test statistics is visible \u003ca href=\"https://app.codecov.io/gh/pytest-dev/pytest/tests\"\u003eon the web interface\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003e-- by \u003ccode\u003ealeguy02\u003c/code\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003ch2\u003e9.0.2\u003c/h2\u003e\n\u003ch1\u003epytest 9.0.2 (2025-12-06)\u003c/h1\u003e\n\u003ch2\u003eBug fixes\u003c/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13896\"\u003e#13896\u003c/a\u003e: The terminal progress feature added in pytest 9.0.0 has been disabled by default, except on Windows, due to compatibility issues with some terminal emulators.\u003c/p\u003e\n\u003cp\u003eYou may enable it again by passing \u003ccode\u003e-p terminalprogress\u003c/code\u003e. We may enable it by default again once compatibility improves in the future.\u003c/p\u003e\n\u003cp\u003eAdditionally, when the environment variable \u003ccode\u003eTERM\u003c/code\u003e is \u003ccode\u003edumb\u003c/code\u003e, the escape codes are no longer emitted, even if the plugin is enabled.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13904\"\u003e#13904\u003c/a\u003e: Fixed the TOML type of the \u003ccode\u003etmp_path_retention_count\u003c/code\u003e settings in the API reference from number to string.\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/13946\"\u003e#13946\u003c/a\u003e: The private \u003ccode\u003econfig.inicfg\u003c/code\u003e attribute was changed in a breaking manner in pytest 9.0.0.\nDue to its usage in the ecosystem, it is now restored to working order using a compatibility shim.\nIt will be deprecated in pytest 9.1 and removed in pytest 10.\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ul\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/a7d58d7a21b78581e636bbbdea13c66ad1657c1e\"\u003e\u003ccode\u003ea7d58d7\u003c/code\u003e\u003c/a\u003e Prepare release version 9.0.3\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/089d98199c253d8f89a040243bc4f2aa6cd5ab22\"\u003e\u003ccode\u003e089d981\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14366\"\u003e#14366\u003c/a\u003e from bluetech/revert-14193-backport\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/8127eaf4ab7f6b2fdd0dc1b38343ec97aeef05ac\"\u003e\u003ccode\u003e8127eaf\u003c/code\u003e\u003c/a\u003e Revert \u0026quot;Fix: assertrepr_compare respects dict insertion order (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14050\"\u003e#14050\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14193\"\u003e#14193\u003c/a\u003e)\u0026quot;\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/99a7e6029e7a6e8d53e5df114b1346e035370241\"\u003e\u003ccode\u003e99a7e60\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14363\"\u003e#14363\u003c/a\u003e from pytest-dev/patchback/backports/9.0.x/95d8423bd...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/ddee02a578da30dd43aedc39c1c1f1aaadfcee95\"\u003e\u003ccode\u003eddee02a\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14343\"\u003e#14343\u003c/a\u003e from bluetech/cve-2025-71176-simple\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/74eac6916fee34726cb194f16c516e96fbd29619\"\u003e\u003ccode\u003e74eac69\u003c/code\u003e\u003c/a\u003e doc: Update training info (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14298\"\u003e#14298\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14301\"\u003e#14301\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/f92dee777cfdb77d1c43633d02766ddf1f07c869\"\u003e\u003ccode\u003ef92dee7\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14267\"\u003e#14267\u003c/a\u003e from pytest-dev/patchback/backports/9.0.x/d6fa26c62...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/7ee58acc8777c31ac6cf388d01addf5a414a7439\"\u003e\u003ccode\u003e7ee58ac\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/12378\"\u003e#12378\u003c/a\u003e from Pierre-Sassoulas/fix-implicit-str-concat-and-d...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/37da870d37e3a2f5177cae075c7b9ae279432bf8\"\u003e\u003ccode\u003e37da870\u003c/code\u003e\u003c/a\u003e Merge pull request \u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14259\"\u003e#14259\u003c/a\u003e from mitre88/patch-4 (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14268\"\u003e#14268\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/pytest-dev/pytest/commit/c34bfa3b7acb65b594707c714f1d8461b0304eed\"\u003e\u003ccode\u003ec34bfa3\u003c/code\u003e\u003c/a\u003e Add explanation for string context diffs (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14257\"\u003e#14257\u003c/a\u003e) (\u003ca href=\"https://redirect.github.com/pytest-dev/pytest/issues/14266\"\u003e#14266\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/pytest-dev/pytest/compare/8.0.0...9.0.3\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore \u003cdependency name\u003e major version` will close this group update PR and stop Dependabot creating any more for the specific ...\n\n_Description has been truncated_","html_url":"https://github.com/luckyhegde6/gardenVerse/pull/7","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/luckyhegde6%2FgardenVerse/issues/7","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/7/packages"}},{"old_version":"0.22.1","new_version":"1.5.0","update_type":"major","path":"/requirements","pr_created_at":"2026-06-04T09:40:00.000Z","version_change":"0.22.1 → 1.5.0","issue":{"uuid":"4587579872","node_id":"PR_kwDOB5otgs7ini8e","number":327,"state":"closed","title":"chore(deps): bump scikit-learn from 0.22.1 to 1.5.0 in /requirements","user":"dependabot[bot]","labels":["dependencies","python"],"assignees":[],"locked":false,"comments_count":2,"pull_request":true,"closed_at":"2026-06-07T01:12:30.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-04T09:40:00.000Z","updated_at":"2026-06-07T01:12:38.000Z","time_to_close":228750,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"0.22.1","new_version":"1.5.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/requirements","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 0.22.1 to 1.5.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.5.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.5.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.5.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.5.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.2\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.2 release.\u003c/p\u003e\n\u003cp\u003eThis release only includes support for numpy 2.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003ch2\u003eScikit-learn 1.4.1.post1\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.4.1.post1 release.\u003c/p\u003e\n\u003cp\u003eYou can see the changelog here: \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.4.html#version-1-4-1-post1\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.9 to 3.12.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c!-- raw HTML omitted --\u003e\n\u003c/blockquote\u003e\n\u003cp\u003e... (truncated)\u003c/p\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b51d0c9648241d1fd53dc9151689f62a61633a3d\"\u003e\u003ccode\u003eb51d0c9\u003c/code\u003e\u003c/a\u003e trigger whell builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/919ae9bf72554a180baa3d8f4537b49c730b7580\"\u003e\u003ccode\u003e919ae9b\u003c/code\u003e\u003c/a\u003e MAINT Reoder what's new for 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29039\"\u003e#29039\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/0ac28ade871ca71a89a71c834a7b47829b075829\"\u003e\u003ccode\u003e0ac28ad\u003c/code\u003e\u003c/a\u003e DOC Release highlights 1.5 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29007\"\u003e#29007\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/729b54d5af208432f788ae7945842f0cf597bd36\"\u003e\u003ccode\u003e729b54d\u003c/code\u003e\u003c/a\u003e test py3.12 against numpy 2 [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/1e50434f18275bb8727c2a2e24cb953db143d8a5\"\u003e\u003ccode\u003e1e50434\u003c/code\u003e\u003c/a\u003e set version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ffbe4ab45bd9a113737231721fa2f55a70f3d0ab\"\u003e\u003ccode\u003effbe4ab\u003c/code\u003e\u003c/a\u003e DOC remove obsolete SVM example (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/27108\"\u003e#27108\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4647729e5ee8c46e4fedace2d3c50c37f0a6693d\"\u003e\u003ccode\u003e4647729\u003c/code\u003e\u003c/a\u003e DOC Fix time complexity of MLP (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28592\"\u003e#28592\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/9bd7047b4a6c673bcfd2911997f124e265f8ad57\"\u003e\u003ccode\u003e9bd7047\u003c/code\u003e\u003c/a\u003e FIX convergence criterion of MeanShift (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/28951\"\u003e#28951\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/b79420f1c2e82d814dec8026e96421751bfc9c96\"\u003e\u003ccode\u003eb79420f\u003c/code\u003e\u003c/a\u003e FIX add long long for int32/int64 windows compat in NumPy 2.0 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/29029\"\u003e#29029\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/37f544db78503ed1a50da02cbb4f1a4e466fb0a7\"\u003e\u003ccode\u003e37f544d\u003c/code\u003e\u003c/a\u003e DOC replace pandas with Polars in examples/gaussian_process/plot_gpr_co2.py (...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/0.22.1...1.5.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=scikit-learn\u0026package-manager=pip\u0026previous-version=0.22.1\u0026new-version=1.5.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores)\n\nDependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://github.com/miniscope/minian/network/alerts).\n\n\u003c/details\u003e","html_url":"https://github.com/miniscope/minian/pull/327","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/miniscope%2Fminian/issues/327","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/327/packages"}},{"old_version":"\u003e=1.8.0","new_version":"\u003e=1.9.0","update_type":"minor","path":null,"pr_created_at":"2026-06-03T21:50:23.000Z","version_change":"\u003e=1.8.0 → \u003e=1.9.0","issue":{"uuid":"4583914309","node_id":"PR_kwDORgwaGs7ibfFE","number":133,"state":"closed","title":"build(deps): update scikit-learn requirement from \u003e=1.8.0 to \u003e=1.9.0","user":"dependabot[bot]","labels":["dependencies","backend","security-scan","python"],"assignees":[],"locked":false,"comments_count":7,"pull_request":true,"closed_at":"2026-06-03T21:56:08.000Z","author_association":null,"state_reason":null,"created_at":"2026-06-03T21:50:23.000Z","updated_at":"2026-06-03T21:56:34.000Z","time_to_close":345,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"build(deps): update","packages":[{"name":"scikit-learn","old_version":"\u003e=1.8.0","new_version":"\u003e=1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":null,"ecosystem":"pip"},"body":"Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n","html_url":"https://github.com/BhautikVekariya21/ai-interview/pull/133","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhautikVekariya21%2Fai-interview/issues/133","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/133/packages"}},{"old_version":"1.8.0","new_version":"1.9.0","update_type":"minor","path":"/ai_train","pr_created_at":"2026-06-03T02:59:20.000Z","version_change":"1.8.0 → 1.9.0","issue":{"uuid":"4576511909","node_id":"PR_kwDOScZmsM7iDCZ-","number":3,"state":"open","title":"chore(deps): bump scikit-learn from 1.8.0 to 1.9.0 in /ai_train","user":"dependabot[bot]","labels":["dependencies","python:uv"],"assignees":[],"locked":false,"comments_count":1,"pull_request":true,"closed_at":null,"author_association":null,"state_reason":null,"created_at":"2026-06-03T02:59:20.000Z","updated_at":"2026-06-03T02:59:34.000Z","time_to_close":null,"merged_at":null,"merged_by":null,"closed_by":null,"dependency_metadata":{"prefix":"chore(deps)","packages":[{"name":"scikit-learn","old_version":"1.8.0","new_version":"1.9.0","repository_url":"https://github.com/scikit-learn/scikit-learn"}],"path":"/ai_train","ecosystem":"pip"},"body":"Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.8.0 to 1.9.0.\n\u003cdetails\u003e\n\u003csummary\u003eRelease notes\u003c/summary\u003e\n\u003cp\u003e\u003cem\u003eSourced from \u003ca href=\"https://github.com/scikit-learn/scikit-learn/releases\"\u003escikit-learn's releases\u003c/a\u003e.\u003c/em\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003ch2\u003eScikit-learn 1.9.0\u003c/h2\u003e\n\u003cp\u003eWe're happy to announce the 1.9.0 release.\u003c/p\u003e\n\u003cp\u003eYou can read the release highlights under \u003ca href=\"https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\"\u003ehttps://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_9_0.html\u003c/a\u003e and the long version of the change log under \u003ca href=\"https://scikit-learn.org/stable/whats_new/v1.9.html\"\u003ehttps://scikit-learn.org/stable/whats_new/v1.9.html\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eThis release adds \u003ca href=\"https://narwhals-dev.github.io/narwhals/\"\u003enarwhals\u003c/a\u003e as a new dependency that will help to improve dataframe interoperability across the project.\u003c/p\u003e\n\u003cp\u003eThis version supports Python versions 3.11 to 3.14.\u003c/p\u003e\n\u003cp\u003eYou can upgrade with pip as usual:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003epip install -U scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003eThe conda-forge builds can be installed using:\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003econda install -c conda-forge scikit-learn\r\n\u003c/code\u003e\u003c/pre\u003e\n\u003c/blockquote\u003e\n\u003c/details\u003e\n\u003cdetails\u003e\n\u003csummary\u003eCommits\u003c/summary\u003e\n\u003cul\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/77def0ed6e3beab57244885d2a584470e96c103d\"\u003e\u003ccode\u003e77def0e\u003c/code\u003e\u003c/a\u003e trigger wheel builder [cd build]\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/ee7c0b0e34ffe0f5eff8c7aeda49783f70bd9faa\"\u003e\u003ccode\u003eee7c0b0\u003c/code\u003e\u003c/a\u003e generate changelog\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/3d7fb048fc5f05555a202d2b24307628841904b5\"\u003e\u003ccode\u003e3d7fb04\u003c/code\u003e\u003c/a\u003e bump version\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8954e7baf1f827320b17817f0ab76d025f5e6421\"\u003e\u003ccode\u003e8954e7b\u003c/code\u003e\u003c/a\u003e DOC Release highlights for 1.9 (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34147\"\u003e#34147\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/73a3eab9d7bc58b695e4da8765044815b90b8dee\"\u003e\u003ccode\u003e73a3eab\u003c/code\u003e\u003c/a\u003e Fix: Array-API - avoid failing for numpy fit + predict with sparse or array-l...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/8839aaeb2fa2a4e3ad2f0a5a69b5f427cffe1dd1\"\u003e\u003ccode\u003e8839aae\u003c/code\u003e\u003c/a\u003e DOC Thread-safety requirement for open_listener message consumer callback (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/3\"\u003e#3\u003c/a\u003e...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/4d2476a4e2acc9429b96d8ee80218a96d24c2bde\"\u003e\u003ccode\u003e4d2476a\u003c/code\u003e\u003c/a\u003e DOC Refactor array API docs page (\u003ca href=\"https://redirect.github.com/scikit-learn/scikit-learn/issues/34054\"\u003e#34054\u003c/a\u003e)\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/f9f812fe6a4ea54c482da6b195773917b636365e\"\u003e\u003ccode\u003ef9f812f\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/d779dc335a31d74ef472003d9012066f07ee8834\"\u003e\u003ccode\u003ed779dc3\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: :rob...\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/scikit-learn/scikit-learn/commit/6a03cf0906987ce77b37e780ccdebbe3f85e9235\"\u003e\u003ccode\u003e6a03cf0\u003c/code\u003e\u003c/a\u003e :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: ...\u003c/li\u003e\n\u003cli\u003eAdditional commits viewable in \u003ca href=\"https://github.com/scikit-learn/scikit-learn/compare/1.8.0...1.9.0\"\u003ecompare view\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003c/details\u003e\n\u003cbr /\u003e\n\n\n[![Dependabot compatibility 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You can also trigger a rebase manually by commenting `@dependabot rebase`.\n\n[//]: # (dependabot-automerge-start)\n[//]: # (dependabot-automerge-end)\n\n---\n\n\u003cdetails\u003e\n\u003csummary\u003eDependabot commands and options\u003c/summary\u003e\n\u003cbr /\u003e\n\nYou can trigger Dependabot actions by commenting on this PR:\n- `@dependabot rebase` will rebase this PR\n- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it\n- `@dependabot show \u003cdependency name\u003e ignore conditions` will show all of the ignore conditions of the specified dependency\n- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)\n- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)\n\n\n\u003c/details\u003e","html_url":"https://github.com/WilsonnnTan/soft-computing-final/pull/3","url":"https://dependabot.ecosyste.ms/api/v1/hosts/GitHub/repositories/WilsonnnTan%2Fsoft-computing-final/issues/3","packages_url":"https://dependabot.ecosyste.ms/api/v1/issues/3/packages"}}]}