Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: eabfce9fe050e3aa4acf7fbd99ccf60bcd842099
      
https://github.com/scikit-learn/scikit-learn/commit/eabfce9fe050e3aa4acf7fbd99ccf60bcd842099
  Author: Mamduh Zabidi <[email protected]>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/conf.py
    M doc/modules/clustering.rst
    R examples/cluster/plot_agglomerative_clustering.py
    M examples/cluster/plot_ward_structured_vs_unstructured.py
    M sklearn/cluster/_agglomerative.py

  Log Message:
  -----------
  DOC merge plot_ward_structured_vs_unstructured and 
plot_agglomerative_clustering (#30861)

Co-authored-by: Adrin Jalali <[email protected]>
Co-authored-by: Maren Westermann <[email protected]>


  Commit: ceafd5813e78016b2128829b9c436a633f3c8f18
      
https://github.com/scikit-learn/scikit-learn/commit/ceafd5813e78016b2128829b9c436a633f3c8f18
  Author: Spencer Bradkin <[email protected]>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/conf.py
    R examples/linear_model/plot_logistic.py

  Log Message:
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  DOC remove plot_logistic.py example (#30942)

Co-authored-by: Stefanie Senger 
<[email protected]>
Co-authored-by: Maren Westermann <[email protected]>


  Commit: 0df2d0771f08a29c01180ae51676bb8cb4f25bb5
      
https://github.com/scikit-learn/scikit-learn/commit/0df2d0771f08a29c01180ae51676bb8cb4f25bb5
  Author: Christine P. Chai <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M doc/modules/clustering.rst
    M doc/modules/manifold.rst
    M doc/modules/naive_bayes.rst

  Log Message:
  -----------
  DOC: Update a few invalid reference links (#32053)


  Commit: 6ce02fc50de5b7d8bab4e60f38cc2d95dcd83734
      
https://github.com/scikit-learn/scikit-learn/commit/6ce02fc50de5b7d8bab4e60f38cc2d95dcd83734
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
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    A doc/whats_new/upcoming_changes/sklearn.linear_model/32014.efficiency.rst
    M sklearn/linear_model/_cd_fast.pyx
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/tests/test_coordinate_descent.py

  Log Message:
  -----------
  ENH add gap safe screening rules to enet_coordinate_descent_multi_task 
(#32014)


  Commit: 68218f7891d527e05aa39f08c37ca22208841997
      
https://github.com/scikit-learn/scikit-learn/commit/68218f7891d527e05aa39f08c37ca22208841997
  Author: François Paugam <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.decomposition/32077.enhancement.rst
    M sklearn/decomposition/_dict_learning.py
    M sklearn/decomposition/tests/test_dict_learning.py
    M sklearn/tests/test_common.py
    M sklearn/utils/_test_common/instance_generator.py

  Log Message:
  -----------
  FIX SparseCoder now passes our common tests (#32077)

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


  Commit: 93eeb3311b76fe600d466659c583b7222d387f33
      
https://github.com/scikit-learn/scikit-learn/commit/93eeb3311b76fe600d466659c583b7222d387f33
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
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    R doc/whats_new/upcoming_changes/sklearn.feature_extraction/31851.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.impute/31820.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/31866.fix.rst
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    M doc/whats_new/v1.7.rst

  Log Message:
  -----------
  DOC Forward changelog 1.7.2 (#32134)


  Commit: 18d0952099031203d5683a2453ee9e0e439988ad
      
https://github.com/scikit-learn/scikit-learn/commit/18d0952099031203d5683a2453ee9e0e439988ad
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M doc/templates/index.html

  Log Message:
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  DOC Update news for 1.7.2 (#32135)


  Commit: 46e0d098ddab68df161ae4a243cc80367193a966
      
https://github.com/scikit-learn/scikit-learn/commit/46e0d098ddab68df161ae4a243cc80367193a966
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M SECURITY.md

  Log Message:
  -----------
  MNT Update SECURITY.md after 1.7.2 release (#32136)


  Commit: c185c8e88134428c31cb6222ba47d1331512ae6a
      
https://github.com/scikit-learn/scikit-learn/commit/c185c8e88134428c31cb6222ba47d1331512ae6a
  Author: RishiP2006 <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M sklearn/linear_model/_logistic.py

  Log Message:
  -----------
  DOC: Fix linting issues in LogisticRegression and RidgeClassifier docstrings 
(#31959)

Co-authored-by: Maurya Ghogare <[email protected]>
Co-authored-by: Rishi Prasad <[email protected]>
Co-authored-by: Stefanie Senger <[email protected]>
Co-authored-by: Stefanie Senger 
<[email protected]>


  Commit: 1bcc3e2ca6938f3cd057bfe53e8173b73146c6d5
      
https://github.com/scikit-learn/scikit-learn/commit/1bcc3e2ca6938f3cd057bfe53e8173b73146c6d5
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M sklearn/utils/_repr_html/params.css

  Log Message:
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  DOC Make whole parameter cell clickable in HTML repr (#32094)


  Commit: 60d815307a6ae482af964873f86f20f254143c42
      
https://github.com/scikit-learn/scikit-learn/commit/60d815307a6ae482af964873f86f20f254143c42
  Author: Natalia Mokeeva <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    M sklearn/metrics/_scorer.py
    M sklearn/metrics/tests/test_score_objects.py

  Log Message:
  -----------
  MAINT Clean up deprecations for 1.8: scoring='max_error' (#31753)


  Commit: d80a24d553d0b8a566c9d605cbf765f63a2fd65a
      
https://github.com/scikit-learn/scikit-learn/commit/d80a24d553d0b8a566c9d605cbf765f63a2fd65a
  Author: Lucy Liu <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.metrics/32047.enhancement.rst
    M sklearn/metrics/_classification.py
    M sklearn/metrics/tests/test_classification.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  MNT Improve error message for binary/multiclass sparse input to 
classification metrics (#32047)


  Commit: b84097bf8b5ead05c8801ea1e1be92a1aaadfb8b
      
https://github.com/scikit-learn/scikit-learn/commit/b84097bf8b5ead05c8801ea1e1be92a1aaadfb8b
  Author: Sarthak Puri <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.cluster/31973.fix.rst
    M examples/cluster/plot_cluster_comparison.py
    M examples/cluster/plot_hdbscan.py
    M examples/release_highlights/plot_release_highlights_1_3_0.py
    M sklearn/cluster/_hdbscan/hdbscan.py
    M sklearn/cluster/tests/test_hdbscan.py
    M sklearn/tests/test_docstring_parameters.py

  Log Message:
  -----------
  API Change default value of HDBSCAN.copy (#31973)

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


  Commit: 7d29bc5f04a59a3123678d33fe7b582d475775fd
      
https://github.com/scikit-learn/scikit-learn/commit/7d29bc5f04a59a3123678d33fe7b582d475775fd
  Author: GaetandeCast <[email protected]>
  Date:   2025-09-09 (Tue, 09 Sep 2025)

  Changed paths:
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build_tools/azure/pymin_conda_forge_openblas_min_dependencies_environment.yml
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    M pyproject.toml
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  Log Message:
  -----------
  MNT Bump min dependencies anticipating next release on november (#31656)

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


  Commit: 40f68d27c9e3f65c98041108ca1e16255eacbc9f
      
https://github.com/scikit-learn/scikit-learn/commit/40f68d27c9e3f65c98041108ca1e16255eacbc9f
  Author: Sota Goto <[email protected]>
  Date:   2025-09-10 (Wed, 10 Sep 2025)

  Changed paths:
    M doc/modules/neural_networks_supervised.rst

  Log Message:
  -----------
  DOC improve readability of formula in MLP doc (#32147)


  Commit: 8bdcb930aa99513f13a6aae868c136856e561e43
      
https://github.com/scikit-learn/scikit-learn/commit/8bdcb930aa99513f13a6aae868c136856e561e43
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
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    M sklearn/linear_model/_passive_aggressive.py
    M sklearn/linear_model/_perceptron.py
    M sklearn/linear_model/_stochastic_gradient.py

  Log Message:
  -----------
  FIX range (and default) of eta0 in SGD (#31933)


  Commit: 2fef2875956e53959efe60dc9ca343cb1295562c
      
https://github.com/scikit-learn/scikit-learn/commit/2fef2875956e53959efe60dc9ca343cb1295562c
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
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    M build_tools/update_environments_and_lock_files.py
    M pyproject.toml
    M sklearn/_min_dependencies.py

  Log Message:
  -----------
  MNT Bump min dependencies for 1.8 (Follow-up) (#32148)


  Commit: 33060be706a3956f2dbe4d1eaf121ec4ca18ef51
      
https://github.com/scikit-learn/scikit-learn/commit/33060be706a3956f2dbe4d1eaf121ec4ca18ef51
  Author: Arthur Lacote <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/tree/tests/test_tree.py

  Log Message:
  -----------
  MNT - Tree module: Fix test that breaks when random_seed changed (#32139)


  Commit: d84df8919e8622b5dc1fb0f7c4ecf1afe447fa78
      
https://github.com/scikit-learn/scikit-learn/commit/d84df8919e8622b5dc1fb0f7c4ecf1afe447fa78
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/multioutput.py

  Log Message:
  -----------
  MNT fix typo in deprecation TODO number (#32158)


  Commit: bc33e16e0782962c9c161f3e67842995cbae31cf
      
https://github.com/scikit-learn/scikit-learn/commit/bc33e16e0782962c9c161f3e67842995cbae31cf
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/cluster/_birch.py
    M sklearn/cluster/tests/test_birch.py

  Log Message:
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  MNT Clean-up deprecation for 1.8: copy attribute of Birch (#32160)


  Commit: 21e0df780772e9567b09249a05a42dfde6de465d
      
https://github.com/scikit-learn/scikit-learn/commit/21e0df780772e9567b09249a05a42dfde6de465d
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/pipeline.py
    M sklearn/tests/test_pipeline.py

  Log Message:
  -----------
  MNT Clean-up deprecation for 1.8: _raise_or_warn_if_not_fitted in Pipeline 
(#32159)


  Commit: 1fc884825b9ce795afa0c389955a0eabc28ff578
      
https://github.com/scikit-learn/scikit-learn/commit/1fc884825b9ce795afa0c389955a0eabc28ff578
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/calibration.py
    M sklearn/tests/test_calibration.py

  Log Message:
  -----------
  MNT Clean-up deprecation for 1.8: cv="prefit" in Calibration (#32157)


  Commit: ea24af03ae4258320ce33cc8ff06b7432aac854d
      
https://github.com/scikit-learn/scikit-learn/commit/ea24af03ae4258320ce33cc8ff06b7432aac854d
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
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    M sklearn/model_selection/_search.py
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    M sklearn/utils/_tags.py
    M sklearn/utils/tests/test_tags.py

  Log Message:
  -----------
  MNT Clean-up deprecations for 1.8: _estimator_type in sklearn.base mixins 
(#32156)


  Commit: e714369c14f4afb6c683291f9a671cd6b9fe807b
      
https://github.com/scikit-learn/scikit-learn/commit/e714369c14f4afb6c683291f9a671cd6b9fe807b
  Author: François Paugam <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M doc/modules/clustering.rst

  Log Message:
  -----------
  DOC Fix typo in Birch user guide (#32165)


  Commit: fc8122a7041f16baab6699d95d92e15868c283dd
      
https://github.com/scikit-learn/scikit-learn/commit/fc8122a7041f16baab6699d95d92e15868c283dd
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.covariance/31987.efficiency.rst
    A doc/whats_new/upcoming_changes/sklearn.covariance/31987.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.decomposition/31987.efficiency.rst
    M doc/whats_new/upcoming_changes/sklearn.linear_model/32014.efficiency.rst
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    M sklearn/decomposition/_dict_learning.py
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    M sklearn/linear_model/_cd_fast.pyx
    M sklearn/linear_model/_coordinate_descent.py
    M sklearn/linear_model/tests/test_coordinate_descent.py

  Log Message:
  -----------
  ENH add gap safe screening rules to enet_coordinate_descent_gram (#31987)

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


  Commit: 4eea6476d52ed2eeaeb0273e2c1e72e6de7a6c9f
      
https://github.com/scikit-learn/scikit-learn/commit/4eea6476d52ed2eeaeb0273e2c1e72e6de7a6c9f
  Author: Ravichandranayakar <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/metrics/_regression.py

  Log Message:
  -----------
  DOC: Improve description of explained_variance_score (#32164)

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


  Commit: 34b76bc75fdb051ca2690418cf708a68f64b9082
      
https://github.com/scikit-learn/scikit-learn/commit/34b76bc75fdb051ca2690418cf708a68f64b9082
  Author: Casey Heath <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M sklearn/model_selection/_search.py
    M sklearn/model_selection/_search_successive_halving.py

  Log Message:
  -----------
  DOC add links to plot_grid_search_stats.py (#30965)

Co-authored-by: Maren Westermann <[email protected]>


  Commit: 5ba1a9509b56b91ccf553d99396a5edd0c04cf29
      
https://github.com/scikit-learn/scikit-learn/commit/5ba1a9509b56b91ccf553d99396a5edd0c04cf29
  Author: Adam J. Stewart <[email protected]>
  Date:   2025-09-11 (Thu, 11 Sep 2025)

  Changed paths:
    M pyproject.toml
    M sklearn/tests/test_min_dependencies_readme.py

  Log Message:
  -----------
  MNT meson-python 0.17.1+ required to build sklearn (#32151)

Signed-off-by: Adam J. Stewart <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: d13cda7a9095353f88c1f81d7a3cef6b28b03cf0
      
https://github.com/scikit-learn/scikit-learn/commit/d13cda7a9095353f88c1f81d7a3cef6b28b03cf0
  Author: Christine P. Chai <[email protected]>
  Date:   2025-09-12 (Fri, 12 Sep 2025)

  Changed paths:
    M sklearn/datasets/_samples_generator.py
    M sklearn/ensemble/_forest.py
    M sklearn/linear_model/_base.py
    M sklearn/utils/_show_versions.py

  Log Message:
  -----------
  DOC: Minor revision to the API Reference cross-links (#32166)

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


  Commit: f8f7c27bf30ca6abeb2f570c2ebf1dab74bbc4be
      
https://github.com/scikit-learn/scikit-learn/commit/f8f7c27bf30ca6abeb2f570c2ebf1dab74bbc4be
  Author: Arthur Lacote <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
    M sklearn/tree/_criterion.pyx
    M sklearn/tree/_partitioner.pyx

  Log Message:
  -----------
  PERF: Decision trees: improve prefs by ~20% with very simple changes (#32181)


  Commit: df22d7a8c7ed43cc968a4916a6d4238c1ad8f1f6
      
https://github.com/scikit-learn/scikit-learn/commit/df22d7a8c7ed43cc968a4916a6d4238c1ad8f1f6
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
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    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock

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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#32187)

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


  Commit: d8272c1f09f18ef598dec39fa6f492b11d89a400
      
https://github.com/scikit-learn/scikit-learn/commit/d8272c1f09f18ef598dec39fa6f492b11d89a400
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
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  Log Message:
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  :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: 
(#32186)

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


  Commit: 510a8f86f430e5106b6690d271aeda3f72d3d179
      
https://github.com/scikit-learn/scikit-learn/commit/510a8f86f430e5106b6690d271aeda3f72d3d179
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
    M build_tools/azure/pylatest_free_threaded_linux-64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: 
:robot: (#32185)

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


  Commit: c4c9c8e56144b3d16ca2db99d4016fd29806c260
      
https://github.com/scikit-learn/scikit-learn/commit/c4c9c8e56144b3d16ca2db99d4016fd29806c260
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
    M sklearn/tests/test_min_dependencies_readme.py

  Log Message:
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  TST Fix the error message in test_min_dependencies_readme (#32149)


  Commit: 396edeba21339554ec32e8d2e591fbbec900651a
      
https://github.com/scikit-learn/scikit-learn/commit/396edeba21339554ec32e8d2e591fbbec900651a
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-15 (Mon, 15 Sep 2025)

  Changed paths:
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    R doc/whats_new/upcoming_changes/sklearn.utils/32103.api.rst
    M sklearn/utils/murmurhash.pyx
    M sklearn/utils/tests/test_murmurhash.py

  Log Message:
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  Revert "API make murmurhash3_32 private (#32103)" (#32131)


  Commit: 10e58837f46bfcfd8ea295de5faa8fc1cf7e6c87
      
https://github.com/scikit-learn/scikit-learn/commit/10e58837f46bfcfd8ea295de5faa8fc1cf7e6c87
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  Date:   2025-09-16 (Tue, 16 Sep 2025)

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    M sklearn/utils/_repr_html/estimator.css
    M sklearn/utils/_repr_html/params.css

  Log Message:
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  ENH improve alignment "?"/"i" and color in HTML diagram (#31969)

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


  Commit: a9c852d97e4b47ebf9c4a7a8aa82a601f3763143
      
https://github.com/scikit-learn/scikit-learn/commit/a9c852d97e4b47ebf9c4a7a8aa82a601f3763143
  Author: Sota Goto <[email protected]>
  Date:   2025-09-16 (Tue, 16 Sep 2025)

  Changed paths:
    M examples/cross_decomposition/plot_compare_cross_decomposition.py

  Log Message:
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  DOC Refactor cross decomposition example  (#32177)


  Commit: e8dc918c2a9fb1abb350f7822b2c4e18d90c7a5c
      
https://github.com/scikit-learn/scikit-learn/commit/e8dc918c2a9fb1abb350f7822b2c4e18d90c7a5c
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2025-09-17 (Wed, 17 Sep 2025)

  Changed paths:
    M sklearn/utils/_repr_html/params.css

  Log Message:
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  DOC Make sure all parameter tables use the same font (#32144)


  Commit: f2b5770db7fd15c94ff2ff011e5a427663aab23f
      
https://github.com/scikit-learn/scikit-learn/commit/f2b5770db7fd15c94ff2ff011e5a427663aab23f
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  Date:   2025-09-17 (Wed, 17 Sep 2025)

  Changed paths:
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    M build_tools/azure/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
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    M build_tools/azure/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/azure/pylatest_pip_scipy_dev_linux-64_conda.lock
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build_tools/azure/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M 
build_tools/azure/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/azure/pymin_conda_forge_openblas_win-64_conda.lock
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    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock

  Log Message:
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  sync with main


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