Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 88f8246239b09766905994f30dca810c618fc846
      
https://github.com/scikit-learn/scikit-learn/commit/88f8246239b09766905994f30dca810c618fc846
  Author: Dimitri Papadopoulos Orfanos 
<[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M asv_benchmarks/benchmarks/config.json
    M doc/developers/contributing.rst
    M doc/modules/classification_threshold.rst
    M doc/modules/model_evaluation.rst
    M examples/calibration/plot_compare_calibration.py
    M examples/ensemble/plot_hgbt_regression.py
    M examples/miscellaneous/plot_display_object_visualization.py
    M examples/neighbors/plot_classification.py
    M examples/svm/plot_svm_scale_c.py
    M sklearn/__init__.py
    M sklearn/_loss/_loss.pyx.tp
    M sklearn/_loss/meson.build
    M sklearn/base.py
    M sklearn/cluster/tests/test_hierarchical.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/cross_decomposition/tests/test_pls.py
    M sklearn/datasets/descr/wine_data.rst
    M sklearn/datasets/tests/test_lfw.py
    M sklearn/decomposition/tests/test_pca.py
    M sklearn/ensemble/_gradient_boosting.pyx
    M sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py
    M sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py
    M sklearn/ensemble/_hist_gradient_boosting/utils.py
    M sklearn/ensemble/tests/test_gradient_boosting.py
    M sklearn/ensemble/tests/test_iforest.py
    M sklearn/feature_extraction/tests/test_text.py
    M sklearn/gaussian_process/_gpr.py
    M sklearn/gaussian_process/tests/test_gpr.py
    M sklearn/impute/_base.py
    M sklearn/inspection/_plot/tests/test_boundary_decision_display.py
    M sklearn/inspection/_plot/tests/test_plot_partial_dependence.py
    M sklearn/inspection/tests/test_permutation_importance.py
    M sklearn/linear_model/_cd_fast.pyx
    M sklearn/linear_model/_glm/tests/test_glm.py
    M sklearn/linear_model/_passive_aggressive.py
    M sklearn/linear_model/_ridge.py
    M sklearn/linear_model/_sgd_fast.pyx.tp
    M sklearn/linear_model/_stochastic_gradient.py
    M sklearn/linear_model/meson.build
    M sklearn/linear_model/tests/test_base.py
    M sklearn/linear_model/tests/test_coordinate_descent.py
    M sklearn/linear_model/tests/test_least_angle.py
    M sklearn/linear_model/tests/test_logistic.py
    M sklearn/linear_model/tests/test_sgd.py
    M sklearn/metrics/_pairwise_distances_reduction/meson.build
    M sklearn/metrics/_plot/tests/test_precision_recall_display.py
    M sklearn/metrics/_ranking.py
    M sklearn/metrics/meson.build
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/metrics/tests/test_pairwise.py
    M sklearn/metrics/tests/test_ranking.py
    M sklearn/model_selection/_classification_threshold.py
    M sklearn/model_selection/tests/test_split.py
    M sklearn/neighbors/_quad_tree.pyx
    M sklearn/neighbors/meson.build
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/tests/test_data.py
    M sklearn/preprocessing/tests/test_encoders.py
    M sklearn/preprocessing/tests/test_function_transformer.py
    M sklearn/tests/test_calibration.py
    M sklearn/tests/test_min_dependencies_readme.py
    M sklearn/tests/test_pipeline.py
    M sklearn/tree/_classes.py
    M sklearn/tree/_criterion.pyx
    M sklearn/tree/_tree.pyx
    M sklearn/tree/tests/test_reingold_tilford.py
    M sklearn/tree/tests/test_tree.py
    M sklearn/utils/_testing.py
    M sklearn/utils/estimator_checks.py
    M sklearn/utils/extmath.py
    M sklearn/utils/meson.build
    M sklearn/utils/tests/test_plotting.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  MNT Fix typos found by typos (#33916)


  Commit: 7a766944f659bd5842a19c0e87317b3097513645
      
https://github.com/scikit-learn/scikit-learn/commit/7a766944f659bd5842a19c0e87317b3097513645
  Author: Shyan Paul <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M sklearn/metrics/cluster/_supervised.py

  Log Message:
  -----------
  DOC clarify cluster metric label inputs (#33912)


  Commit: 63ee814f30843640b3d3b7992eb6863058704ede
      
https://github.com/scikit-learn/scikit-learn/commit/63ee814f30843640b3d3b7992eb6863058704ede
  Author: Anne Beyer <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M examples/preprocessing/plot_scaling_importance.py

  Log Message:
  -----------
  DOC Update colors in Scaling Importance example (#33888)


  Commit: b786f9554fd1170a87004d3d2ca8381e1a821fae
      
https://github.com/scikit-learn/scikit-learn/commit/b786f9554fd1170a87004d3d2ca8381e1a821fae
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 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: 
(#33864)

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


  Commit: 41fd6e318a5ffa3bd6198ba4e0da0abfab41a8e3
      
https://github.com/scikit-learn/scikit-learn/commit/41fd6e318a5ffa3bd6198ba4e0da0abfab41a8e3
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-05-04 (Mon, 04 May 2026)

  Changed paths:
    M asv_benchmarks/benchmarks/config.json
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_win-64_conda.lock
    M doc/developers/contributing.rst
    M doc/modules/classification_threshold.rst
    M doc/modules/model_evaluation.rst
    M examples/calibration/plot_compare_calibration.py
    M examples/ensemble/plot_hgbt_regression.py
    M examples/miscellaneous/plot_display_object_visualization.py
    M examples/neighbors/plot_classification.py
    M examples/preprocessing/plot_scaling_importance.py
    M examples/svm/plot_svm_scale_c.py
    M sklearn/__init__.py
    M sklearn/_loss/_loss.pyx.tp
    M sklearn/_loss/meson.build
    M sklearn/base.py
    M sklearn/cluster/tests/test_hierarchical.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/cross_decomposition/tests/test_pls.py
    M sklearn/datasets/descr/wine_data.rst
    M sklearn/datasets/tests/test_lfw.py
    M sklearn/decomposition/tests/test_pca.py
    M sklearn/ensemble/_gradient_boosting.pyx
    M sklearn/ensemble/_hist_gradient_boosting/tests/test_gradient_boosting.py
    M sklearn/ensemble/_hist_gradient_boosting/tests/test_grower.py
    M sklearn/ensemble/_hist_gradient_boosting/utils.py
    M sklearn/ensemble/tests/test_gradient_boosting.py
    M sklearn/ensemble/tests/test_iforest.py
    M sklearn/feature_extraction/tests/test_text.py
    M sklearn/gaussian_process/_gpr.py
    M sklearn/gaussian_process/tests/test_gpr.py
    M sklearn/impute/_base.py
    M sklearn/inspection/_plot/tests/test_boundary_decision_display.py
    M sklearn/inspection/_plot/tests/test_plot_partial_dependence.py
    M sklearn/inspection/tests/test_permutation_importance.py
    M sklearn/linear_model/_cd_fast.pyx
    M sklearn/linear_model/_glm/tests/test_glm.py
    M sklearn/linear_model/_passive_aggressive.py
    M sklearn/linear_model/_ridge.py
    M sklearn/linear_model/_sgd_fast.pyx.tp
    M sklearn/linear_model/_stochastic_gradient.py
    M sklearn/linear_model/meson.build
    M sklearn/linear_model/tests/test_base.py
    M sklearn/linear_model/tests/test_coordinate_descent.py
    M sklearn/linear_model/tests/test_least_angle.py
    M sklearn/linear_model/tests/test_logistic.py
    M sklearn/linear_model/tests/test_sgd.py
    M sklearn/metrics/_pairwise_distances_reduction/meson.build
    M sklearn/metrics/_plot/tests/test_precision_recall_display.py
    M sklearn/metrics/_ranking.py
    M sklearn/metrics/cluster/_supervised.py
    M sklearn/metrics/meson.build
    M sklearn/metrics/tests/test_classification.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/metrics/tests/test_pairwise.py
    M sklearn/metrics/tests/test_ranking.py
    M sklearn/model_selection/_classification_threshold.py
    M sklearn/model_selection/tests/test_split.py
    M sklearn/neighbors/_quad_tree.pyx
    M sklearn/neighbors/meson.build
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/tests/test_data.py
    M sklearn/preprocessing/tests/test_encoders.py
    M sklearn/preprocessing/tests/test_function_transformer.py
    M sklearn/tests/test_calibration.py
    M sklearn/tests/test_min_dependencies_readme.py
    M sklearn/tests/test_pipeline.py
    M sklearn/tree/_classes.py
    M sklearn/tree/_criterion.pyx
    M sklearn/tree/_tree.pyx
    M sklearn/tree/tests/test_reingold_tilford.py
    M sklearn/tree/tests/test_tree.py
    M sklearn/utils/_testing.py
    M sklearn/utils/estimator_checks.py
    M sklearn/utils/extmath.py
    M sklearn/utils/meson.build
    M sklearn/utils/tests/test_plotting.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/96d27a05f6d9...41fd6e318a5f

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