Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: a63dda2b52f5d1ceac1d317a9f96aff4c3365c4a
      
https://github.com/scikit-learn/scikit-learn/commit/a63dda2b52f5d1ceac1d317a9f96aff4c3365c4a
  Author: Dea María Léon <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M sklearn/compose/_target.py
    M sklearn/utils/_repr_html/tests/test_estimator.py

  Log Message:
  -----------
  FIX: `TransformerTargetRegressor` HTML display (#33850)


  Commit: 9be86a2ba065cc169302f08bad9cca8a543a1992
      
https://github.com/scikit-learn/scikit-learn/commit/9be86a2ba065cc169302f08bad9cca8a543a1992
  Author: James Dean <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M sklearn/inspection/tests/test_partial_dependence.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/tests/test_indexing.py

  Log Message:
  -----------
  ENH Improve error messages for missing columns in indexing helpers (#33628)

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


  Commit: db63de009088b65474ae130bf5a561a69217ae62
      
https://github.com/scikit-learn/scikit-learn/commit/db63de009088b65474ae130bf5a561a69217ae62
  Author: Virgil Chan <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33441.fix.rst
    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/tests/test_label.py

  Log Message:
  -----------
  FIX Unsigned integer overflow in label binarisation (#33441)

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


  Commit: 38542048c261d4d4bff63f5702e501fe4532e5e4
      
https://github.com/scikit-learn/scikit-learn/commit/38542048c261d4d4bff63f5702e501fe4532e5e4
  Author: Olivier Grisel <[email protected]>
  Date:   2026-05-05 (Tue, 05 May 2026)

  Changed paths:
    R doc/_static/bnp-small.png
    M doc/about.rst
    M doc/conf.py
    A doc/images/bnp-paribas-small.png
    R doc/images/bnp-paribas.jpg
    A doc/images/bnp-paribas.png
    A doc/images/michelin-small.png
    A doc/images/michelin.png
    A doc/images/nasa-small.png
    A doc/images/nasa.png
    M doc/index.rst.template
    A doc/institutional_support.rst
    M doc/scss/custom.scss
    M doc/scss/index.scss
    A doc/templates/funding_links.html
    M doc/templates/index.html

  Log Message:
  -----------
  DOC Financial supporters (#33704)

Co-authored-by: Jérémie du Boisberranger <[email protected]>
Co-authored-by: Gael Varoquaux <[email protected]>
Co-authored-by: Christian Lorentzen <[email protected]>


  Commit: 4b5f3f91b4a1cf8760f723a132231a77831f25f1
      
https://github.com/scikit-learn/scikit-learn/commit/4b5f3f91b4a1cf8760f723a132231a77831f25f1
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-05-05 (Tue, 05 May 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33855.api.rst
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/tests/test_coordinate_descent.py

  Log Message:
  -----------
  API Deprecate n_alphas in lasso_path and enet_path (#33855)

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


  Commit: 21eb2ba4c6d21a078b802df1eba72c3973f9928d
      
https://github.com/scikit-learn/scikit-learn/commit/21eb2ba4c6d21a078b802df1eba72c3973f9928d
  Author: Anne Beyer <[email protected]>
  Date:   2026-05-05 (Tue, 05 May 2026)

  Changed paths:
    M examples/neighbors/plot_nearest_centroid.py

  Log Message:
  -----------
  DOC Update Nearest Centroid DecisionBoundaryDisplay example  (#33883)


  Commit: e73515894a265663e8f0f83dcb55f23dc93bd3a0
      
https://github.com/scikit-learn/scikit-learn/commit/e73515894a265663e8f0f83dcb55f23dc93bd3a0
  Author: Kunle <[email protected]>
  Date:   2026-05-05 (Tue, 05 May 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.metrics/33876.fix.rst
    M sklearn/metrics/pairwise.py
    M sklearn/metrics/tests/test_pairwise.py

  Log Message:
  -----------
  FIX Slice Y_norm_squared alongside Y in _parallel_pairwise (#33876)

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


  Commit: b62a8d8715a8ce54cbca463990432fec8e8a5a2e
      
https://github.com/scikit-learn/scikit-learn/commit/b62a8d8715a8ce54cbca463990432fec8e8a5a2e
  Author: Lucy Liu <[email protected]>
  Date:   2026-05-05 (Tue, 05 May 2026)

  Changed paths:
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_common.py

  Log Message:
  -----------
  TST Add array API continuous metric common tests (#32793)

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


  Commit: ba017b333e63f6dab0a23681bea2f6a0382de26d
      
https://github.com/scikit-learn/scikit-learn/commit/ba017b333e63f6dab0a23681bea2f6a0382de26d
  Author: Ralf Gommers <[email protected]>
  Date:   2026-05-06 (Wed, 06 May 2026)

  Changed paths:
    M .github/workflows/wheels.yml

  Log Message:
  -----------
  CI: remove Python 3.13t (free-threaded) wheel build jobs (#33934)

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


  Commit: 87d7676e63c43bbea6d7298df19e9a857fcdf466
      
https://github.com/scikit-learn/scikit-learn/commit/87d7676e63c43bbea6d7298df19e9a857fcdf466
  Author: alexshacked <[email protected]>
  Date:   2026-05-06 (Wed, 06 May 2026)

  Changed paths:
    M sklearn/inspection/tests/test_permutation_importance.py
    M sklearn/model_selection/tests/test_validation.py

  Log Message:
  -----------
  TST __array_function__ not called in cross_validate and 
permutation_importance (#18292)

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


  Commit: 2bd486131ffc0835635354b17dd1c8cdefa49af8
      
https://github.com/scikit-learn/scikit-learn/commit/2bd486131ffc0835635354b17dd1c8cdefa49af8
  Author: Anne Beyer <[email protected]>
  Date:   2026-05-06 (Wed, 06 May 2026)

  Changed paths:
    M examples/svm/plot_iris_svc.py

  Log Message:
  -----------
  DOC fix colors and add support vectors in SVC with iris dataset example 
(#33892)


  Commit: 97d6cbd74a638db488a66f2dfe5d45a5221e807a
      
https://github.com/scikit-learn/scikit-learn/commit/97d6cbd74a638db488a66f2dfe5d45a5221e807a
  Author: Anne Beyer <[email protected]>
  Date:   2026-05-06 (Wed, 06 May 2026)

  Changed paths:
    M examples/svm/plot_custom_kernel.py

  Log Message:
  -----------
  DOC fix colors and add support vectors in SVM with custom kernel example 
(#33891)

Co-authored-by: Christian Lorentzen <[email protected]>


  Commit: 73a9a9ca866be88a1af005163768b6b0258e23b2
      
https://github.com/scikit-learn/scikit-learn/commit/73a9a9ca866be88a1af005163768b6b0258e23b2
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-05-07 (Thu, 07 May 2026)

  Changed paths:
    M doc/data_interoperability.rst
    M doc/developers/develop.rst
    M doc/faq.rst
    M doc/modules/df_output_transform.rst
    M examples/release_highlights/plot_release_highlights_1_0_0.py
    M examples/release_highlights/plot_release_highlights_1_1_0.py
    M sklearn/_config.py
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/utils/_set_output.py

  Log Message:
  -----------
  DOC data interoperability and pandas/polars output for transformers (#33788)


  Commit: 127caa00e19aa85a2747adcb052b2694a0e31647
      
https://github.com/scikit-learn/scikit-learn/commit/127caa00e19aa85a2747adcb052b2694a0e31647
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-05-07 (Thu, 07 May 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/32828.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/32828.fix.rst
    M doc/whats_new/v1.8.rst

  Log Message:
  -----------
  DOC change fix to enh of 32828 and 32747 (#33937)


  Commit: 8c62b6b66a95f1a0ce7e672929adddbffcd4d26f
      
https://github.com/scikit-learn/scikit-learn/commit/8c62b6b66a95f1a0ce7e672929adddbffcd4d26f
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-05-07 (Thu, 07 May 2026)

  Changed paths:
    M README.rst
    M asv_benchmarks/asv.conf.json
    M build_tools/circle/doc_environment.yml
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_environment.yml
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/debian_32bit_lock.txt
    M build_tools/github/debian_32bit_requirements.txt
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock
    M 
build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_environment.yml
    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_conda_forge_osx-arm64_environment.yml
    M build_tools/github/pylatest_free_threaded_environment.yml
    M build_tools/github/pylatest_free_threaded_linux-64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_environment.yml
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pylatest_pip_scipy_dev_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_environment.yml
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_environment.yml
    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 build_tools/github/ubuntu_atlas_requirements.txt
    M build_tools/update_environments_and_lock_files.py
    M doc/conf.py
    M doc/developers/development_setup.rst
    M doc/developers/maintainer.rst.template
    A doc/whats_new/upcoming_changes/custom-top-level/31127.enhancement.rst
    M maint_tools/bump-dependencies-versions.py
    M pyproject.toml
    M sklearn/_min_dependencies.py
    M sklearn/compose/_column_transformer.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
    M sklearn/tests/test_base.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/fixes.py
    M sklearn/utils/tests/test_indexing.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  ENH add narwhals as dependency (#31127)

Co-authored-by: Marco Gorelli <[email protected]>


  Commit: 4981b4ce2ff12228ef28574367d52d99ef03b937
      
https://github.com/scikit-learn/scikit-learn/commit/4981b4ce2ff12228ef28574367d52d99ef03b937
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-05-07 (Thu, 07 May 2026)

  Changed paths:
    M .github/workflows/wheels.yml
    M README.rst
    M asv_benchmarks/asv.conf.json
    M build_tools/circle/doc_environment.yml
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_environment.yml
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/debian_32bit_lock.txt
    M build_tools/github/debian_32bit_requirements.txt
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock
    M 
build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_environment.yml
    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_conda_forge_osx-arm64_environment.yml
    M build_tools/github/pylatest_free_threaded_environment.yml
    M build_tools/github/pylatest_free_threaded_linux-64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_environment.yml
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pylatest_pip_scipy_dev_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_environment.yml
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_environment.yml
    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 build_tools/github/ubuntu_atlas_requirements.txt
    M build_tools/update_environments_and_lock_files.py
    R doc/_static/bnp-small.png
    M doc/about.rst
    M doc/conf.py
    M doc/data_interoperability.rst
    M doc/developers/develop.rst
    M doc/developers/development_setup.rst
    M doc/developers/maintainer.rst.template
    M doc/faq.rst
    A doc/images/bnp-paribas-small.png
    R doc/images/bnp-paribas.jpg
    A doc/images/bnp-paribas.png
    A doc/images/michelin-small.png
    A doc/images/michelin.png
    A doc/images/nasa-small.png
    A doc/images/nasa.png
    M doc/index.rst.template
    A doc/institutional_support.rst
    M doc/modules/df_output_transform.rst
    M doc/scss/custom.scss
    M doc/scss/index.scss
    A doc/templates/funding_links.html
    M doc/templates/index.html
    A doc/whats_new/upcoming_changes/custom-top-level/31127.enhancement.rst
    A doc/whats_new/upcoming_changes/sklearn.linear_model/32828.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/32828.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33441.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33855.api.rst
    A doc/whats_new/upcoming_changes/sklearn.metrics/33876.fix.rst
    M doc/whats_new/v1.8.rst
    M examples/neighbors/plot_nearest_centroid.py
    M examples/release_highlights/plot_release_highlights_1_0_0.py
    M examples/release_highlights/plot_release_highlights_1_1_0.py
    M examples/svm/plot_custom_kernel.py
    M examples/svm/plot_iris_svc.py
    M maint_tools/bump-dependencies-versions.py
    M pyproject.toml
    M sklearn/_config.py
    M sklearn/_min_dependencies.py
    M sklearn/compose/_column_transformer.py
    M sklearn/compose/_target.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
    M sklearn/inspection/tests/test_partial_dependence.py
    M sklearn/inspection/tests/test_permutation_importance.py
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/tests/test_coordinate_descent.py
    M sklearn/metrics/pairwise.py
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/metrics/tests/test_pairwise.py
    M sklearn/model_selection/tests/test_validation.py
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/tests/test_label.py
    M sklearn/tests/test_base.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/_repr_html/tests/test_estimator.py
    M sklearn/utils/_set_output.py
    M sklearn/utils/fixes.py
    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


Compare: 
https://github.com/scikit-learn/scikit-learn/compare/48207bfaeabb...4981b4ce2ff1

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