Branch: refs/heads/1.7.X
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 254465c07430e371d1e5bab8c0331906398301ce
      
https://github.com/scikit-learn/scikit-learn/commit/254465c07430e371d1e5bab8c0331906398301ce
  Author: 4hm3d <63117505+ahmedmoked...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/metrics/_plot/confusion_matrix.py

  Log Message:
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  DOC Link Visualization tools to their respective interpretation (#31306)


  Commit: 3603c92d6241f0837553874d8a3da9d73948fc5b
      
https://github.com/scikit-learn/scikit-learn/commit/3603c92d6241f0837553874d8a3da9d73948fc5b
  Author: Arturo Amor <86408019+arturoam...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  DOC Improve Contributer guide for writting docstrings (#31330)

Co-authored-by: ArturoAmorQ <arturo.amor-qui...@polytechnique.edu>
Co-authored-by: Stefanie Senger 
<91849487+stefaniesen...@users.noreply.github.com>


  Commit: fdb765c047af12367056101984119e8361a4bea8
      
https://github.com/scikit-learn/scikit-learn/commit/fdb765c047af12367056101984119e8361a4bea8
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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  Log Message:
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  MNT Update conda-lock to 3.0.1 (#31333)


  Commit: 266fd8e621e143b2e555bf203f5e6855c63ef5a3
      
https://github.com/scikit-learn/scikit-learn/commit/266fd8e621e143b2e555bf203f5e6855c63ef5a3
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  MNT Use PYTHON_GIL=0 only at test time to avoid interference with conda 
(#31341)


  Commit: b651f42c355363bd4b8342f82e32ad06ebafbbcd
      
https://github.com/scikit-learn/scikit-learn/commit/b651f42c355363bd4b8342f82e32ad06ebafbbcd
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  Date:   2025-06-05 (Thu, 05 Jun 2025)

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  Log Message:
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  FEA Add array api support for jaccard score (#31204)


  Commit: 1bbd82c9a470e3f27c68f7b4f505bd99fa15ee7a
      
https://github.com/scikit-learn/scikit-learn/commit/1bbd82c9a470e3f27c68f7b4f505bd99fa15ee7a
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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  Log Message:
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  BLD Add missing cython generator for a few extensions (#31346)


  Commit: 9bd843afce3769510b3ab663f4ddb682ae27461b
      
https://github.com/scikit-learn/scikit-learn/commit/9bd843afce3769510b3ab663f4ddb682ae27461b
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/model_selection/_classification_threshold.py

  Log Message:
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  DOC Remove old section `_fit_and_score_over_thresholds` (#31339)


  Commit: 432d12ec794e7b705499feb17fab012973f29af7
      
https://github.com/scikit-learn/scikit-learn/commit/432d12ec794e7b705499feb17fab012973f29af7
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/model_selection/_search.py

  Log Message:
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  MNT Fix doctest dict value (#31340)


  Commit: a0327c80b41f4290948dd931863788ef487a0e38
      
https://github.com/scikit-learn/scikit-learn/commit/a0327c80b41f4290948dd931863788ef487a0e38
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: 
:robot: (#31353)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: c8462aefbd866e5cd594032b924f97b380b391cd
      
https://github.com/scikit-learn/scikit-learn/commit/c8462aefbd866e5cd594032b924f97b380b391cd
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 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: 
(#31354)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 166d49d32f10e57625b28945faa44394155966b9
      
https://github.com/scikit-learn/scikit-learn/commit/166d49d32f10e57625b28945faa44394155966b9
  Author: Mohamed DHIFALLAH <40263854+meddhi...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/metrics/_plot/det_curve.py

  Log Message:
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  DOC Add references to DetCurveDisplay docstring (#31307)


  Commit: 59faf979f21fdb75a51362d0d1af90ddeca620d3
      
https://github.com/scikit-learn/scikit-learn/commit/59faf979f21fdb75a51362d0d1af90ddeca620d3
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: 
(#31352)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: aa536322f6b1932cba7669e2f19dbf98ad3f8400
      
https://github.com/scikit-learn/scikit-learn/commit/aa536322f6b1932cba7669e2f19dbf98ad3f8400
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  Date:   2025-06-05 (Thu, 05 Jun 2025)

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    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#31355)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: b59f3b314eac3fdb2ff415370856dc89d984f4b2
      
https://github.com/scikit-learn/scikit-learn/commit/b59f3b314eac3fdb2ff415370856dc89d984f4b2
  Author: Henri Bonamy <henribon...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/metrics/_ranking.py

  Log Message:
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  DOC Add reference to PrecisionRecallDisplay in average_precision_score 
docstring (#31305)


  Commit: e258e0bba281cfcedf51575f7fe9a1ce21665e48
      
https://github.com/scikit-learn/scikit-learn/commit/e258e0bba281cfcedf51575f7fe9a1ce21665e48
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/utils/tests/test_plotting.py

  Log Message:
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  TST Add unit tests for `_BinaryClassifierCurveDisplayMixin` (#31193)


  Commit: 21706555673a6c5f8dee57587b05e7789d5738b8
      
https://github.com/scikit-learn/scikit-learn/commit/21706555673a6c5f8dee57587b05e7789d5738b8
  Author: Chems Ben <43786170+chemous...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/model_selection/_validation.py

  Log Message:
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  DOC Add "see also" section to learning_curve docstring (#31321)


  Commit: dbdda60449c54ca009f18368a803a0ae7650503f
      
https://github.com/scikit-learn/scikit-learn/commit/dbdda60449c54ca009f18368a803a0ae7650503f
  Author: Olivier Grisel <olivier.gri...@ensta.org>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M sklearn/utils/optimize.py
    M sklearn/utils/tests/test_optimize.py

  Log Message:
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  Fix do not recommend to increase `max_iter` in `ConvergenceWarning` when not 
appropriate (#31316)

Co-authored-by: Copilot <175728472+copi...@users.noreply.github.com>
Co-authored-by: Thomas J. Fan <thomasjp...@gmail.com>


  Commit: 83af95698699f73c61bd7d8686f036b9f7c3dd4d
      
https://github.com/scikit-learn/scikit-learn/commit/83af95698699f73c61bd7d8686f036b9f7c3dd4d
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M build_tools/update_environments_and_lock_files.py

  Log Message:
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  CI Use Cython 3.1 for free-threaded build (#31357)


  Commit: dd4788351310f59e9cc9762fc5d39d05867eedea
      
https://github.com/scikit-learn/scikit-learn/commit/dd4788351310f59e9cc9762fc5d39d05867eedea
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M sklearn/metrics/_plot/det_curve.py
    M sklearn/metrics/_plot/precision_recall_curve.py
    M sklearn/metrics/_plot/roc_curve.py

  Log Message:
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  DOC Fix typos in visualization tools docstrings (#31351)


  Commit: a098ddb31949c00545a4c6bde8a5ab8489f76522
      
https://github.com/scikit-learn/scikit-learn/commit/a098ddb31949c00545a4c6bde8a5ab8489f76522
  Author: Tim Head <beta...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/array_api.rst

  Log Message:
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  DOC Update array API common checks docs (#31050)

Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>


  Commit: 83ae45290ed7ef422ee80d785b609677e98fcb57
      
https://github.com/scikit-learn/scikit-learn/commit/83ae45290ed7ef422ee80d785b609677e98fcb57
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  DOC Add policy to upper bound build deps in maintainers page (#31345)

Co-authored-by: Lucy Liu <jliu...@gmail.com>


  Commit: 5d14e2ec25c854f839ecdae340193bc1a5a569e2
      
https://github.com/scikit-learn/scikit-learn/commit/5d14e2ec25c854f839ecdae340193bc1a5a569e2
  Author: Josh <25337478+joshhil...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M doc/modules/partial_dependence.rst
    M doc/modules/sgd.rst

  Log Message:
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  DOC Math/code formatting in docs (#31325)


  Commit: 07820cd4fdc8008a79aae8f466517162bdb696da
      
https://github.com/scikit-learn/scikit-learn/commit/07820cd4fdc8008a79aae8f466517162bdb696da
  Author: Aitsaid Azzedine Idir <81826283+azze...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/inspection/_plot/partial_dependence.py

  Log Message:
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  DOC Update docstring in partial_dependence.py (#31309)


  Commit: 3ada00d2c167818e7f49df8ffd3fc6d75e00cc01
      
https://github.com/scikit-learn/scikit-learn/commit/3ada00d2c167818e7f49df8ffd3fc6d75e00cc01
  Author: ayoub.agouzoul <34219939+thea...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/model_selection/_validation.py

  Log Message:
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  DOC Add "See Also" reference to ValidationCurveDisplay in validation_curve 
docstring (#31314)


  Commit: d4e75aeffa9fba84681b21438e44cce73bba3339
      
https://github.com/scikit-learn/scikit-learn/commit/d4e75aeffa9fba84681b21438e44cce73bba3339
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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

  Log Message:
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  :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: 
(#31383)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 58ab971236b9b0c4e56aee6469da1b84263432cf
      
https://github.com/scikit-learn/scikit-learn/commit/58ab971236b9b0c4e56aee6469da1b84263432cf
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 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: (#31384)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 9db6a5225de41d9fe5fb5a4de010c2a2589e21e7
      
https://github.com/scikit-learn/scikit-learn/commit/9db6a5225de41d9fe5fb5a4de010c2a2589e21e7
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: 
(#31385)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: f1fd90f190caa6a9f7e5db67b41d55ce5a63231d
      
https://github.com/scikit-learn/scikit-learn/commit/f1fd90f190caa6a9f7e5db67b41d55ce5a63231d
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/linear_model.rst

  Log Message:
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  DOC: Correct a typo in math equations (#31376)


  Commit: 5b84171152adddec32078a1fb8bc28046f56766e
      
https://github.com/scikit-learn/scikit-learn/commit/5b84171152adddec32078a1fb8bc28046f56766e
  Author: Adrin Jalali <adrin.jal...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M doc/whats_new/v1.5.rst
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    M sklearn/model_selection/_search.py
    M sklearn/model_selection/_search_successive_halving.py

  Log Message:
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  DOC improve plot_grid_search_refit_callable.py and add links (#30990)

Co-authored-by: Christian Lorentzen <lorentzen...@gmail.com>
Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>


  Commit: f222143dcbc7adc9aeb876dd15c73788d8c3b0fa
      
https://github.com/scikit-learn/scikit-learn/commit/f222143dcbc7adc9aeb876dd15c73788d8c3b0fa
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#31386)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 207e00f6970bc1f7e16f41d5ebdbccd450d5e00b
      
https://github.com/scikit-learn/scikit-learn/commit/207e00f6970bc1f7e16f41d5ebdbccd450d5e00b
  Author: Stefan <96178532+stefan6419...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  MNT Remove leftover Boston data file (#31394)


  Commit: 62cb3c353433f264d08613b4734becff56139241
      
https://github.com/scikit-learn/scikit-learn/commit/62cb3c353433f264d08613b4734becff56139241
  Author: Gordon Grey <165761041+greyg...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/manifold.rst

  Log Message:
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  DOC Add link to plot_swissroll example (#31378)


  Commit: df4f5d406acfc80cf361bd89661cc0225db77273
      
https://github.com/scikit-learn/scikit-learn/commit/df4f5d406acfc80cf361bd89661cc0225db77273
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/conf.py

  Log Message:
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  DOC Fix plotly rendering inside JupyterLite (#31400)


  Commit: a934685181ac9884faec75fb8631d57a9c9c3299
      
https://github.com/scikit-learn/scikit-learn/commit/a934685181ac9884faec75fb8631d57a9c9c3299
  Author: Dea María Léon <deamarial...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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    A sklearn/utils/_repr_html/estimator.js
    A sklearn/utils/_repr_html/estimator.py
    A sklearn/utils/_repr_html/params.css
    A sklearn/utils/_repr_html/params.py
    A sklearn/utils/_repr_html/tests/__init__.py
    A sklearn/utils/_repr_html/tests/test_estimator.py
    A sklearn/utils/_repr_html/tests/test_params.py
    R sklearn/utils/tests/test_estimator_html_repr.py

  Log Message:
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  ENH: Display parameters in HTML representation (#30763)

Co-authored-by: Guillaume Lemaitre <guilla...@probabl.ai>


  Commit: 6c6ef283d56d4a4225fa049671f32ba9de5343cd
      
https://github.com/scikit-learn/scikit-learn/commit/6c6ef283d56d4a4225fa049671f32ba9de5343cd
  Author: omahs <73983677+om...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/ensemble.rst
    M examples/bicluster/plot_spectral_biclustering.py
    M examples/cluster/plot_agglomerative_clustering_metrics.py
    M examples/svm/plot_svm_kernels.py
    M sklearn/_loss/_loss.pyx.tp
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/utils/fixes.py
    M sklearn/utils/tests/test_array_api.py

  Log Message:
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  DOC Fix various typos in documentation and comments (#31404)


  Commit: 0c88323daaf11fd735ce9c6aeb02c793cddb19c3
      
https://github.com/scikit-learn/scikit-learn/commit/0c88323daaf11fd735ce9c6aeb02c793cddb19c3
  Author: Dea María Léon <deamarial...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/decomposition/tests/test_incremental_pca.py

  Log Message:
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  TST use global_random_seed in 
sklearn/decomposition/tests/test_incremental_pca.py (#31250)


  Commit: 53e28dc12fa85904115c2fdd1aa1ed89b426f712
      
https://github.com/scikit-learn/scikit-learn/commit/53e28dc12fa85904115c2fdd1aa1ed89b426f712
  Author: Christian Lorentzen <lorentzen...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  MNT cleaner Cython coordinate descent in _cd_fast.pyx (#31372)


  Commit: 4e453d7ce4321e9e7cd18cea3cb59960a28cadf1
      
https://github.com/scikit-learn/scikit-learn/commit/4e453d7ce4321e9e7cd18cea3cb59960a28cadf1
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  CI Avoid joblib 1.5.0 in Pyodide (#31402)


  Commit: 6e1dcd613e3e9456b6984c78f98a414e8829490c
      
https://github.com/scikit-learn/scikit-learn/commit/6e1dcd613e3e9456b6984c78f98a414e8829490c
  Author: Radovenchyk <radd...@ukr.net>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M README.rst

  Log Message:
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  DOC Fix wheel builder badge on README (#31409)

Co-authored-by: Loïc Estève <loic.est...@ymail.com>


  Commit: 44bca8a44984e44ea5d7f7f421358d3d5d7eef33
      
https://github.com/scikit-learn/scikit-learn/commit/44bca8a44984e44ea5d7f7f421358d3d5d7eef33
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  DOC Minor updates to `OPTICS` docstring (#31363)


  Commit: c914a9ae4edcbdb512c9a8a4937762404b466599
      
https://github.com/scikit-learn/scikit-learn/commit/c914a9ae4edcbdb512c9a8a4937762404b466599
  Author: Christian Lorentzen <lorentzen...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/linear_model.rst
    M sklearn/linear_model/_logistic.py

  Log Message:
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  DOC fixes for LogisticRegression newton-cholesky and multiclass (#31410)

Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>


  Commit: 7649c84c2f6b16c62b3d872bc5ee11f0d38c915d
      
https://github.com/scikit-learn/scikit-learn/commit/7649c84c2f6b16c62b3d872bc5ee11f0d38c915d
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  DOC Revise a math equation to incorporate text (#31421)


  Commit: 53ece16bd5604eea6b404b1f42a6f54e98513cf7
      
https://github.com/scikit-learn/scikit-learn/commit/53ece16bd5604eea6b404b1f42a6f54e98513cf7
  Author: Adrien Linares <76013394+adli...@users.noreply.github.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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  Log Message:
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  DOC Update documentation: Communication section improvements (#31420)


  Commit: 6a95225cb031708fc170e8b5097a69a106d4c371
      
https://github.com/scikit-learn/scikit-learn/commit/6a95225cb031708fc170e8b5097a69a106d4c371
  Author: Dea María Léon <deamarial...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/visualizations.rst

  Log Message:
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  DOC: Add `from_predictions` example and other details to `visualizations.rst` 
(#30825)


  Commit: d9432c63c883ee7b50dceee9802482e80937e3bc
      
https://github.com/scikit-learn/scikit-learn/commit/d9432c63c883ee7b50dceee9802482e80937e3bc
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    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/utils/_plotting.py
    M sklearn/utils/tests/test_plotting.py

  Log Message:
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  FEA add `from_cv_results` in `RocCurveDisplay` (#30399)

Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: 9d5275225ffb19b17e1c1f05f153603257985793
      
https://github.com/scikit-learn/scikit-learn/commit/9d5275225ffb19b17e1c1f05f153603257985793
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 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: (#31428)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 70af23d9b831cc7ee11a6a986aa79522061a591e
      
https://github.com/scikit-learn/scikit-learn/commit/70af23d9b831cc7ee11a6a986aa79522061a591e
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: 
(#31427)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: d65968e252fd486356de304969130d658d0ece4c
      
https://github.com/scikit-learn/scikit-learn/commit/d65968e252fd486356de304969130d658d0ece4c
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

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

  Log Message:
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  :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: 
(#31426)

Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 3e8f34d8bced5fd65521c8c97e5ecbff0ca3763f
      
https://github.com/scikit-learn/scikit-learn/commit/3e8f34d8bced5fd65521c8c97e5ecbff0ca3763f
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
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    M build_tools/azure/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/azure/pylatest_conda_forge_mkl_osx-64_conda.lock
    M build_tools/azure/pylatest_conda_mkl_no_openmp_osx-64_conda.lock
    M build_tools/azure/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/azure/pymin_conda_forge_mkl_win-64_conda.lock
    M 
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/ubuntu_atlas_lock.txt
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    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#31429)

Co-authored-by: Lock file bot <nore...@github.com>
Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>


  Commit: 188187c8306444eb741e4d9b9e6ea518e3447901
      
https://github.com/scikit-learn/scikit-learn/commit/188187c8306444eb741e4d9b9e6ea518e3447901
  Author: Christian Lorentzen <lorentzen...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/31387.enhancement.rst
    M sklearn/linear_model/_cd_fast.pyx

  Log Message:
  -----------
  ENH avoid futile recomputation of R_sum in sparse_enet_coordinate_descent 
(#31387)

Co-authored-by: Omar Salman <omar.salman2...@gmail.com>
Co-authored-by: Omar Salman <omar.sal...@arbisoft.com>


  Commit: 01c1621fe2b94cea2144dfb9c46cdcb77982eff8
      
https://github.com/scikit-learn/scikit-learn/commit/01c1621fe2b94cea2144dfb9c46cdcb77982eff8
  Author: Olivier Grisel <olivier.gri...@ensta.org>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/linear_model/tests/test_ridge.py

  Log Message:
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  FIX random failure in `test_solver_consistency` with SAG/SAGA solvers  
(#31434)


  Commit: fa9b4fb6ea2138131d05fd9d0bb6e6cb2da50d88
      
https://github.com/scikit-learn/scikit-learn/commit/fa9b4fb6ea2138131d05fd9d0bb6e6cb2da50d88
  Author: Christian Lorentzen <lorentzen...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/whats_new/upcoming_changes/sklearn.linear_model/31387.enhancement.rst

  Log Message:
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  DOC tiny whatsnew update for PR #31387 (#31437)


  Commit: 0c1c77ce6123d89b648e10a8720b34126e453204
      
https://github.com/scikit-learn/scikit-learn/commit/0c1c77ce6123d89b648e10a8720b34126e453204
  Author: $id <sidhi.gu...@outlook.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/cluster/_bicluster.py

  Log Message:
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  DOC Add link to spectral coclustering (#31422)

Co-authored-by: Cloponaclock1 <ctramill2...@outlook.com>


  Commit: 546936b3ce4621690545061ead3de2d80e09bb1a
      
https://github.com/scikit-learn/scikit-learn/commit/546936b3ce4621690545061ead3de2d80e09bb1a
  Author: Guillaume Lemaitre <guilla...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M examples/miscellaneous/plot_outlier_detection_bench.py
    M examples/miscellaneous/plot_roc_curve_visualization_api.py
    M examples/model_selection/plot_cost_sensitive_learning.py
    M examples/model_selection/plot_det.py
    M examples/model_selection/plot_roc.py
    M examples/model_selection/plot_roc_crossval.py

  Log Message:
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  DOC: use curve_kwargs instead of kwargs in example to avoid warnings (#31447)


  Commit: 85403cb646f82bb50983dc5396233ed33e4c2483
      
https://github.com/scikit-learn/scikit-learn/commit/85403cb646f82bb50983dc5396233ed33e4c2483
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/utils/tests/test_array_api.py

  Log Message:
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  TST Fix array API `test_fill_or_add_to_diagonal` (#31439)

Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>


  Commit: 3994e120fd255d9b152d6bad2d5b7d4770826217
      
https://github.com/scikit-learn/scikit-learn/commit/3994e120fd255d9b152d6bad2d5b7d4770826217
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/modules/linear_model.rst

  Log Message:
  -----------
  DOC: Update link to Least Angle Regression paper (#31433)


  Commit: f3094eb1ccfb702ce9132c4bb3db8c33c2922e28
      
https://github.com/scikit-learn/scikit-learn/commit/f3094eb1ccfb702ce9132c4bb3db8c33c2922e28
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.metrics/30886.fix.rst
    M sklearn/metrics/_regression.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/metrics/tests/test_regression.py
    M sklearn/utils/validation.py

  Log Message:
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  MNT Make sample_weight checking more consistent in regression metrics (#30886)


  Commit: aecba1bc5b726888f45ffe64bcbd88e7ef95f885
      
https://github.com/scikit-learn/scikit-learn/commit/aecba1bc5b726888f45ffe64bcbd88e7ef95f885
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M sklearn/__init__.py

  Log Message:
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  set version


  Commit: 01e18c4acf6aee398d5aaeba60566e89a575ef91
      
https://github.com/scikit-learn/scikit-learn/commit/01e18c4acf6aee398d5aaeba60566e89a575ef91
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    R doc/whats_new/upcoming_changes/array-api/29519.feature.rst
    R doc/whats_new/upcoming_changes/array-api/29978.feature.rst
    R doc/whats_new/upcoming_changes/array-api/30340.other.rst
    R doc/whats_new/upcoming_changes/array-api/30395.feature.rst
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    R doc/whats_new/upcoming_changes/array-api/30838.feature.rst
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    R doc/whats_new/upcoming_changes/sklearn.base/30763.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.calibration/30873.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.compose/31167.api.rst
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    R doc/whats_new/upcoming_changes/sklearn.datasets/30196.enhancement.rst
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    R doc/whats_new/upcoming_changes/sklearn.ensemble/27124.feature.rst
    R doc/whats_new/upcoming_changes/sklearn.ensemble/30649.fix.rst
    R 
doc/whats_new/upcoming_changes/sklearn.feature_selection/30179.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.feature_selection/31107.fix.rst
    R 
doc/whats_new/upcoming_changes/sklearn.gaussian_process/22227.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.inspection/26202.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.inspection/29797.enhancement.rst
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    R doc/whats_new/upcoming_changes/sklearn.inspection/31146.fix.rst
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    R doc/whats_new/upcoming_changes/sklearn.linear_model/30521.fix.rst
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    R doc/whats_new/upcoming_changes/sklearn.linear_model/30644.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/30730.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/31094.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/31241.api.rst
    R doc/whats_new/upcoming_changes/sklearn.linear_model/31387.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.manifold/30514.fix.rst
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    R doc/whats_new/upcoming_changes/sklearn.metrics/22046.feature.rst
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    R doc/whats_new/upcoming_changes/sklearn.metrics/28981.api.rst
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    R doc/whats_new/upcoming_changes/sklearn.metrics/29288.api.rst
    R doc/whats_new/upcoming_changes/sklearn.metrics/29288.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.metrics/29288.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.metrics/29727.fix.rst
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    R doc/whats_new/upcoming_changes/sklearn.metrics/30903.fix.rst
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    R doc/whats_new/upcoming_changes/sklearn.utils/26335.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/29907.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30057.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30380.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30775.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30819.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/31040.enhancement.rst
    M doc/whats_new/v1.7.rst

  Log Message:
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  generate changelog


  Commit: 0baf56fed85564b9a325ce803de4a2a4237dc23f
      
https://github.com/scikit-learn/scikit-learn/commit/0baf56fed85564b9a325ce803de4a2a4237dc23f
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    A examples/release_highlights/plot_release_highlights_1_7_0.py

  Log Message:
  -----------
  DOC Release highlights for 1.7 (#31469)

Co-authored-by: Guillaume Lemaitre <guilla...@probabl.ai>


  Commit: 5d2ad4fcd9fa0adc438938db7187020ad33fd010
      
https://github.com/scikit-learn/scikit-learn/commit/5d2ad4fcd9fa0adc438938db7187020ad33fd010
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-06-05 (Thu, 05 Jun 2025)

  Changed paths:
    M doc/visualizations.rst

  Log Message:
  -----------
  DOC Don't use deprecated RocCurveDisplay kwargs (#31482)


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