Branch: refs/heads/1.7.X
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: ae1af82fa8d7553a67af405b5544f68b5f4c963b
      
https://github.com/scikit-learn/scikit-learn/commit/ae1af82fa8d7553a67af405b5544f68b5f4c963b
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/developers/maintainer.rst.template

  Log Message:
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  DOC Fix release checklist formatting (#31783)


  Commit: 55913ecde622e3fccc027d7498e87d35b2e8b1f6
      
https://github.com/scikit-learn/scikit-learn/commit/55913ecde622e3fccc027d7498e87d35b2e8b1f6
  Author: Gonçalo Guiomar <goncalo.guio...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.pipeline/31559.fix.rst
    M sklearn/pipeline.py
    M sklearn/tests/test_pipeline.py

  Log Message:
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  FIX Add validation for FeatureUnion transformer outputs (#31318) (#31559)

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


  Commit: bc38d53f4fe23b2a4062705c7d96c7037fe2fa9b
      
https://github.com/scikit-learn/scikit-learn/commit/bc38d53f4fe23b2a4062705c7d96c7037fe2fa9b
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M build_tools/azure/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/azure/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
    M build_tools/azure/pylatest_conda_forge_mkl_osx-64_conda.lock
    M build_tools/azure/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M 
build_tools/azure/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
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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
    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_arm_linux-aarch64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#31803)

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


  Commit: 9c75b8bb0bcef6bfccf818889223d5844acf78b6
      
https://github.com/scikit-learn/scikit-learn/commit/9c75b8bb0bcef6bfccf818889223d5844acf78b6
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 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: 
(#31802)

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


  Commit: d4a5e70d1ff2fcf09f9e75c66e76f2d3fa07140e
      
https://github.com/scikit-learn/scikit-learn/commit/d4a5e70d1ff2fcf09f9e75c66e76f2d3fa07140e
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-09-08 (Mon, 08 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: (#31801)

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


  Commit: 1d84c2497e4873931b4d8a57033652150ef5c7ba
      
https://github.com/scikit-learn/scikit-learn/commit/1d84c2497e4873931b4d8a57033652150ef5c7ba
  Author: Thomas J. Fan <thomasjp...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

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

  Log Message:
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  CI Use miniforge for wheel building [cd build] (#31793)


  Commit: c91bd2e71411831a2f34be9776d75a0619b0f9df
      
https://github.com/scikit-learn/scikit-learn/commit/c91bd2e71411831a2f34be9776d75a0619b0f9df
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/modules/ensemble.rst
    M doc/modules/neighbors.rst

  Log Message:
  -----------
  DOC Update two more reference links (#31765)


  Commit: 0faced9ddacce9d9d3c2633c91bb1b6e6ec397e8
      
https://github.com/scikit-learn/scikit-learn/commit/0faced9ddacce9d9d3c2633c91bb1b6e6ec397e8
  Author: Prashant Bansal <129582877+pras...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/whats_new/v1.5.rst
    M sklearn/linear_model/_logistic.py

  Log Message:
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  Update multi_class deprecation to be removed in 1.8 (#31795)


  Commit: be2f6b80d5b2b5be22e4b5124cc123492ade8f24
      
https://github.com/scikit-learn/scikit-learn/commit/be2f6b80d5b2b5be22e4b5124cc123492ade8f24
  Author: SIKAI ZHANG <34108862+matthewszh...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M sklearn/utils/_metadata_requests.py

  Log Message:
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  DOC fix metadata REQUESTER_DOC indentation (#31805)


  Commit: 23803f0ec97688b3cba1276ce685ea3afea2004f
      
https://github.com/scikit-learn/scikit-learn/commit/23803f0ec97688b3cba1276ce685ea3afea2004f
  Author: Joris Van den Bossche <jorisvandenboss...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M sklearn/compose/_column_transformer.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/preprocessing/_function_transformer.py
    M sklearn/preprocessing/tests/test_encoders.py

  Log Message:
  -----------
  Fix empty column check in ColumnTransformer to be compatible with pandas>=3 
(#31807)

Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>
Co-authored-by: Tim Head <beta...@gmail.com>


  Commit: 6b316c3c8196c913ba4e5e6895cd8388130d9cbe
      
https://github.com/scikit-learn/scikit-learn/commit/6b316c3c8196c913ba4e5e6895cd8388130d9cbe
  Author: Krishnan Vignesh <134591243+krish0...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/modules/covariance.rst

  Log Message:
  -----------
  DOC: Fix assume_centered parameter documentation in EmpiricalCovariance 
(#31809)

Co-authored-by: Krishnan Vignesh <krishnanvignesh@Krishnans-MacBook-Air.local>
Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: 3c10d7a012b8b9152474c889df2544237f1a0d62
      
https://github.com/scikit-learn/scikit-learn/commit/3c10d7a012b8b9152474c889df2544237f1a0d62
  Author: elenafillo <56997441+elenafi...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/modules/neural_networks_supervised.rst

  Log Message:
  -----------
  Corrected broken link in documentation (#31818)

Co-authored-by: Thomas J. Fan <thomasjp...@gmail.com>


  Commit: b5d8678b4dd209f9d5c94b2740db71913595cd4d
      
https://github.com/scikit-learn/scikit-learn/commit/b5d8678b4dd209f9d5c94b2740db71913595cd4d
  Author: Marek Pokropiński <36927786+marekpokropin...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M sklearn/decomposition/_kernel_pca.py

  Log Message:
  -----------
  DOC Fix KernelPCA docstrings for transform functions to match PCA class 
docstrings. (#31823)


  Commit: 9755009a608c9f9842f3a4ef1f4cd78a3625791e
      
https://github.com/scikit-learn/scikit-learn/commit/9755009a608c9f9842f3a4ef1f4cd78a3625791e
  Author: Shashank S <126173294+shashank1...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/modules/svm.rst

  Log Message:
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  DOC Clarify 'ovr' as the default decision function shape strategy in the SVM 
documentation (#29651)


  Commit: 51f9a54c4e063fc32ae1dad1f965e2188e16a6e8
      
https://github.com/scikit-learn/scikit-learn/commit/51f9a54c4e063fc32ae1dad1f965e2188e16a6e8
  Author: kryggird <43894260+krygg...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.compose/31563.fix.rst
    M sklearn/compose/_target.py
    M sklearn/compose/tests/test_target.py

  Log Message:
  -----------
  FIX Preserve y dimensions within TransformedTargetRegressor (#31563)

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


  Commit: bc45e1244f90749be0e99cffb9edc6e93a468a36
      
https://github.com/scikit-learn/scikit-learn/commit/bc45e1244f90749be0e99cffb9edc6e93a468a36
  Author: hakan çanakçı <97386924+hqkq...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.feature_extraction/31851.fix.rst
    M sklearn/feature_extraction/_hash.py
    M sklearn/feature_extraction/tests/test_feature_hasher.py
    M sklearn/feature_extraction/tests/test_text.py
    M sklearn/feature_extraction/text.py

  Log Message:
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  Fix requires_fit tag for stateless FeatureHasher and HashingVectorizer 
(#31851)

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


  Commit: 9c0a9fbe8f9740989dd94d758e101f7657dd227e
      
https://github.com/scikit-learn/scikit-learn/commit/9c0a9fbe8f9740989dd94d758e101f7657dd227e
  Author: Christian Lorentzen <lorentzen...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.linear_model/31866.fix.rst
    M sklearn/linear_model/_glm/_newton_solver.py
    M sklearn/linear_model/tests/test_logistic.py

  Log Message:
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  FIX LogisticRegression warm start with newton-cholesky solver (#31866)


  Commit: 3401846e98c842619bbf63cd1fe56fc8dd0b0a85
      
https://github.com/scikit-learn/scikit-learn/commit/3401846e98c842619bbf63cd1fe56fc8dd0b0a85
  Author: Arturo Amor <86408019+arturoam...@users.noreply.github.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/getting_started.rst

  Log Message:
  -----------
  DOC Improve wording in Getting Started page (#31926)

Co-authored-by: ArturoAmorQ <arturo.amor-qui...@polytechnique.edu>


  Commit: 3d063adf47dc09fa2176871952e6abab0b7327b9
      
https://github.com/scikit-learn/scikit-learn/commit/3d063adf47dc09fa2176871952e6abab0b7327b9
  Author: Dea María Léon <deamarial...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/developers/advanced_installation.rst

  Log Message:
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  DOC Clean up `Building from source` instructions on macOS (#31938)


  Commit: 401f6c407752442e232624c99a63dcd675bc1b6d
      
https://github.com/scikit-learn/scikit-learn/commit/401f6c407752442e232624c99a63dcd675bc1b6d
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/common_pitfalls.rst
    M doc/modules/array_api.rst

  Log Message:
  -----------
  DOC: Fix formatting issues with bold font and ` backquote` (#31950)


  Commit: 8b41b0fefc78a40e04ea33670be52a9791a95cbd
      
https://github.com/scikit-learn/scikit-learn/commit/8b41b0fefc78a40e04ea33670be52a9791a95cbd
  Author: Alexandre Abraham <alexandre.abra...@neuralk-ai.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.impute/31820.fix.rst
    M sklearn/impute/_base.py
    M sklearn/impute/tests/test_impute.py

  Log Message:
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  Fix uncomparable values in SimpleImputer tie-breaking strategy (#31820)

Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>
Co-authored-by: Tim Head <beta...@gmail.com>


  Commit: f2ff9e85eae2d5c4808ab5c11bec3119b4ebc7d7
      
https://github.com/scikit-learn/scikit-learn/commit/f2ff9e85eae2d5c4808ab5c11bec3119b4ebc7d7
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M sklearn/__init__.py

  Log Message:
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  set version 1.7.2


  Commit: da98b43ee637417920f637e0aa6e0df152cbda3e
      
https://github.com/scikit-learn/scikit-learn/commit/da98b43ee637417920f637e0aa6e0df152cbda3e
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    R doc/whats_new/upcoming_changes/sklearn.compose/31563.fix.rst
    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
    R doc/whats_new/upcoming_changes/sklearn.pipeline/31559.fix.rst
    M doc/whats_new/v1.7.rst

  Log Message:
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  generate changelog 1.7.2


  Commit: 65966587913acbdeb2be5650aaff7b9573af1a0d
      
https://github.com/scikit-learn/scikit-learn/commit/65966587913acbdeb2be5650aaff7b9573af1a0d
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/whats_new/v1.7.rst

  Log Message:
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  fix changelog


  Commit: 9cc302d15c453a8601f9fb14e56128d1e26ddb37
      
https://github.com/scikit-learn/scikit-learn/commit/9cc302d15c453a8601f9fb14e56128d1e26ddb37
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/whats_new/v1.7.rst

  Log Message:
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  fix changelog


  Commit: 813681d44126faf03e161c62698fe3ef03a366e4
      
https://github.com/scikit-learn/scikit-learn/commit/813681d44126faf03e161c62698fe3ef03a366e4
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M .github/workflows/wheels.yml
    M build_tools/github/build_minimal_windows_image.sh
    M sklearn/cluster/tests/test_optics.py
    M sklearn/datasets/_openml.py
    M sklearn/datasets/tests/test_openml.py

  Log Message:
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  CI Add Python 3.14 nightly wheels (#32012)

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


  Commit: 290b5af5e67e860945b3d226127772d639a463e4
      
https://github.com/scikit-learn/scikit-learn/commit/290b5af5e67e860945b3d226127772d639a463e4
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M pyproject.toml

  Log Message:
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  bump upper bounds [cd build]


  Commit: 25dee604bae18205b01548348388baf7a1cdfe0e
      
https://github.com/scikit-learn/scikit-learn/commit/25dee604bae18205b01548348388baf7a1cdfe0e
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-09-08 (Mon, 08 Sep 2025)

  Changed paths:
    M doc/whats_new/v1.7.rst

  Log Message:
  -----------
  missing tag in changelog [cd build]


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