Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 9ca303d01457e051ac959a05304ca2f41934a96b
      
https://github.com/scikit-learn/scikit-learn/commit/9ca303d01457e051ac959a05304ca2f41934a96b
  Author: Adrin Jalali <[email protected]>
  Date:   2026-04-21 (Tue, 21 Apr 2026)

  Changed paths:
    M sklearn/_loss/meson.build
    M sklearn/_loss/tests/test_loss.py
    M sklearn/cluster/_hdbscan/meson.build
    M sklearn/ensemble/_hist_gradient_boosting/meson.build
    M sklearn/tests/test_build.py

  Log Message:
  -----------
  FIX correctly set loss Cy* classe' __module__ (#33770)


  Commit: 865e5cbd04b4028d35be0846dd57272254859767
      
https://github.com/scikit-learn/scikit-learn/commit/865e5cbd04b4028d35be0846dd57272254859767
  Author: Christine P. Chai <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M sklearn/metrics/_classification.py

  Log Message:
  -----------
  DOC: Add URL to log_loss reference (#33814)


  Commit: ad136afbe4d316f219d8d770d15a76a1b5e9cd05
      
https://github.com/scikit-learn/scikit-learn/commit/ad136afbe4d316f219d8d770d15a76a1b5e9cd05
  Author: François Paugam <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M sklearn/metrics/_plot/roc_curve.py
    M sklearn/metrics/_plot/tests/test_common_curve_display.py
    M sklearn/metrics/_plot/tests/test_roc_curve_display.py

  Log Message:
  -----------
  MNT Clean-up deprecations for 1.9 in RocCurveDisplay (#33823)


  Commit: 9d20a66833d9b28e3359d14de56a1c4facf9b30b
      
https://github.com/scikit-learn/scikit-learn/commit/9d20a66833d9b28e3359d14de56a1c4facf9b30b
  Author: François Paugam <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M sklearn/utils/_indexing.py

  Log Message:
  -----------
  MNT Clean-up deprecations for 1.9: force_int_remainder_cols in 
ColumnTransformer (2) (#33826)


  Commit: 199b55ec0620e2ddd034a75ac0ebd5f4e5e9c946
      
https://github.com/scikit-learn/scikit-learn/commit/199b55ec0620e2ddd034a75ac0ebd5f4e5e9c946
  Author: François Paugam <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M sklearn/tests/test_docstring_parameters.py
    M sklearn/utils/_test_common/instance_generator.py

  Log Message:
  -----------
  MNT Clean-up deprecations for 1.9: quantile_method in KBinsDiscretizer (2) 
(#33828)


  Commit: 9bfc879ad92d07d14588340acfb29d121d222f48
      
https://github.com/scikit-learn/scikit-learn/commit/9bfc879ad92d07d14588340acfb29d121d222f48
  Author: Dea María Léon <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M sklearn/utils/_repr_html/estimator.css
    M sklearn/utils/_repr_html/estimator.py

  Log Message:
  -----------
  DOC FIX - Add scroll to HTML displays  (#33821)


  Commit: 4b50d5ed26a1627dad41242a5fa88cbfd6c8403c
      
https://github.com/scikit-learn/scikit-learn/commit/4b50d5ed26a1627dad41242a5fa88cbfd6c8403c
  Author: Anne Beyer <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M doc/governance.rst

  Log Message:
  -----------
  DOC fix typos and unify spelling in `governance.rst` (#33807)


  Commit: bd386059165714f18d7576254af27caba73582ec
      
https://github.com/scikit-learn/scikit-learn/commit/bd386059165714f18d7576254af27caba73582ec
  Author: Anne Beyer <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M examples/classification/plot_classification_probability.py

  Log Message:
  -----------
  DOC Update classification probability example to use default colors (#33808)


  Commit: defe8debf3e175c678a33940e510552cc01473a2
      
https://github.com/scikit-learn/scikit-learn/commit/defe8debf3e175c678a33940e510552cc01473a2
  Author: Anne Beyer <[email protected]>
  Date:   2026-04-22 (Wed, 22 Apr 2026)

  Changed paths:
    M examples/semi_supervised/plot_semi_supervised_versus_svm_iris.py

  Log Message:
  -----------
  DOC Fix colors in semi-supervised vs. SVM example (#33817)


  Commit: 8ecc476dbf9bde1749204491414e3a6ae9863b22
      
https://github.com/scikit-learn/scikit-learn/commit/8ecc476dbf9bde1749204491414e3a6ae9863b22
  Author: Dea María Léon <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M sklearn/utils/_repr_html/estimator.py
    M sklearn/utils/_repr_html/tests/test_features.py

  Log Message:
  -----------
  DOC FIX display output features in `CountVectorizer` HTML  (#33779)


  Commit: 34394959c9e0a4f0ab7d36cfe28cd59583c5ea2e
      
https://github.com/scikit-learn/scikit-learn/commit/34394959c9e0a4f0ab7d36cfe28cd59583c5ea2e
  Author: Ralf Gommers <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M meson.build
    A sklearn/utils/_blas_int.pxi.in
    M sklearn/utils/_cython_blas.pyx
    M sklearn/utils/meson.build

  Log Message:
  -----------
  ENH: make `sklearn/utils/cython_blas` compatible with an ILP64 SciPy (#33784)


  Commit: 6add33ef52e59aa154a008ee9d646260c3a3c0cc
      
https://github.com/scikit-learn/scikit-learn/commit/6add33ef52e59aa154a008ee9d646260c3a3c0cc
  Author: Adrin Jalali <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M sklearn/tests/test_build.py

  Log Message:
  -----------
  CI FIX hotfix for the wheel builder issue (#33839)


  Commit: edab2dbf15d4206f8b3238ec153963bd94068601
      
https://github.com/scikit-learn/scikit-learn/commit/edab2dbf15d4206f8b3238ec153963bd94068601
  Author: Dea María Léon <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M sklearn/utils/_repr_html/common.py
    M sklearn/utils/_repr_html/tests/test_params.py

  Log Message:
  -----------
  DOC FIX link in HTML displays for parameters that include backtics (#33831)


  Commit: c054af352f2493fc4e16e1e237a912c4345c56fe
      
https://github.com/scikit-learn/scikit-learn/commit/c054af352f2493fc4e16e1e237a912c4345c56fe
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.utils/33789.fix.rst
    M sklearn/compose/_column_transformer.py
    M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/tests/test_indexing.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  FIX polars 1.40 deprecated dataframe interchange protocol __dataframe__ 
(#33789)


  Commit: 3f5cd899a7e0403dbbaa3cb1b185e5fbbaccf8f8
      
https://github.com/scikit-learn/scikit-learn/commit/3f5cd899a7e0403dbbaa3cb1b185e5fbbaccf8f8
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/debian_32bit_lock.txt
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
    M build_tools/github/pylatest_conda_forge_osx-arm64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_win-64_conda.lock
    M build_tools/github/ubuntu_atlas_lock.txt

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#33804)

Co-authored-by: Lock file bot <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: dfdda0464ec5a45db877493b99bf5e4408c504a8
      
https://github.com/scikit-learn/scikit-learn/commit/dfdda0464ec5a45db877493b99bf5e4408c504a8
  Author: Olivier Grisel <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.utils/33491.fix.rst
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  Fix `check_array(..., dtype='numeric')` to raise `ValueError` on 
`pandas.StringDType` inputs (#33491)

Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: 7cc2bee643f0179a10007ec6a80a5165ec555e86
      
https://github.com/scikit-learn/scikit-learn/commit/7cc2bee643f0179a10007ec6a80a5165ec555e86
  Author: Riya Jha <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M README.rst

  Log Message:
  -----------
  DOC Update DOI badge in README.rst (#33841)


  Commit: aaa103d16cf3e06e586ba36c07d986d85474a231
      
https://github.com/scikit-learn/scikit-learn/commit/aaa103d16cf3e06e586ba36c07d986d85474a231
  Author: Dmitry Kobak <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.manifold/33262.efficiency.rst
    M sklearn/cluster/tests/test_spectral.py
    M sklearn/manifold/_spectral_embedding.py
    M sklearn/manifold/tests/test_spectral_embedding.py

  Log Message:
  -----------
  EFF improve the eigsh call in spectral embedding (#33262)

Co-authored-by: antoinebaker <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: 8ad241439ea37ab0840adef25320a2e9e86e9891
      
https://github.com/scikit-learn/scikit-learn/commit/8ad241439ea37ab0840adef25320a2e9e86e9891
  Author: Anvay <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M examples/linear_model/plot_sgd_iris.py

  Log Message:
  -----------
  DOC fix DecisionBoundaryDisplay color consistency in plot_sgd_iris example 
(#33719)


  Commit: fd183c70f4f3026bb5d4849dc0819f18d2f0587b
      
https://github.com/scikit-learn/scikit-learn/commit/fd183c70f4f3026bb5d4849dc0819f18d2f0587b
  Author: Christian Veenhuis <[email protected]>
  Date:   2026-04-23 (Thu, 23 Apr 2026)

  Changed paths:
    M README.rst

  Log Message:
  -----------
  DOC FIX annoying blue underscores in `README.rst` (#33834)


  Commit: 9db12f00a6da119e7d500d0c643ace6c81c5b0ec
      
https://github.com/scikit-learn/scikit-learn/commit/9db12f00a6da119e7d500d0c643ace6c81c5b0ec
  Author: Anne Beyer <[email protected]>
  Date:   2026-04-24 (Fri, 24 Apr 2026)

  Changed paths:
    M examples/neighbors/plot_classification.py

  Log Message:
  -----------
  DOC Use DecisionBoundaryDisplay colors for scatter in Nearest Neighbors 
Classification example (#33849)


  Commit: 3bd62c943ef0b029fa74f11834cea5e250edab99
      
https://github.com/scikit-learn/scikit-learn/commit/3bd62c943ef0b029fa74f11834cea5e250edab99
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-04-25 (Sat, 25 Apr 2026)

  Changed paths:
    M README.rst
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/debian_32bit_lock.txt
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
    M build_tools/github/pylatest_conda_forge_osx-arm64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_win-64_conda.lock
    M build_tools/github/ubuntu_atlas_lock.txt
    M doc/governance.rst
    A doc/whats_new/upcoming_changes/sklearn.manifold/33262.efficiency.rst
    A doc/whats_new/upcoming_changes/sklearn.utils/33491.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.utils/33789.fix.rst
    M examples/classification/plot_classification_probability.py
    M examples/linear_model/plot_sgd_iris.py
    M examples/neighbors/plot_classification.py
    M examples/semi_supervised/plot_semi_supervised_versus_svm_iris.py
    M meson.build
    M sklearn/_loss/meson.build
    M sklearn/_loss/tests/test_loss.py
    M sklearn/cluster/_hdbscan/meson.build
    M sklearn/cluster/tests/test_spectral.py
    M sklearn/compose/_column_transformer.py
    M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
    M sklearn/ensemble/_hist_gradient_boosting/meson.build
    M sklearn/manifold/_spectral_embedding.py
    M sklearn/manifold/tests/test_spectral_embedding.py
    M sklearn/metrics/_classification.py
    M sklearn/metrics/_plot/roc_curve.py
    M sklearn/metrics/_plot/tests/test_common_curve_display.py
    M sklearn/metrics/_plot/tests/test_roc_curve_display.py
    M sklearn/tests/test_build.py
    M sklearn/tests/test_docstring_parameters.py
    A sklearn/utils/_blas_int.pxi.in
    M sklearn/utils/_cython_blas.pyx
    M sklearn/utils/_indexing.py
    M sklearn/utils/_repr_html/common.py
    M sklearn/utils/_repr_html/estimator.css
    M sklearn/utils/_repr_html/estimator.py
    M sklearn/utils/_repr_html/tests/test_features.py
    M sklearn/utils/_repr_html/tests/test_params.py
    M sklearn/utils/_test_common/instance_generator.py
    M sklearn/utils/meson.build
    M sklearn/utils/tests/test_indexing.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  Merge remote-tracking branch 'upstream/main' into callbacks


  Commit: 1045676d352a99d99d749579a021d39dc09a6cd6
      
https://github.com/scikit-learn/scikit-learn/commit/1045676d352a99d99d749579a021d39dc09a6cd6
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-04-25 (Sat, 25 Apr 2026)

  Changed paths:
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock
    M build_tools/github/pylatest_free_threaded_linux-64_conda.lock
    M build_tools/github/pylatest_pip_scipy_dev_linux-64_conda.lock

  Log Message:
  -----------
  fix merge conflict


Compare: 
https://github.com/scikit-learn/scikit-learn/compare/1a9c176ef4a4...1045676d352a

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