Branch: refs/heads/1.6.X
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: ebfb4ef1293bc4a0273617652ea16106fdf1384c
      
https://github.com/scikit-learn/scikit-learn/commit/ebfb4ef1293bc4a0273617652ea16106fdf1384c
  Author: Guillaume Lemaitre <guilla...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  MAINT add Maren Westermann in the documentation team (#30424)


  Commit: d83d99506853f3959c42dc8a14708ac6a43ce391
      
https://github.com/scikit-learn/scikit-learn/commit/d83d99506853f3959c42dc8a14708ac6a43ce391
  Author: Stefanie Senger <91849487+stefaniesen...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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    M sklearn/linear_model/_huber.py

  Log Message:
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Co-authored-by: Virgil Chan <virchan.m...@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjp...@gmail.com>


  Commit: 433ac4c962017724ed594159c581e9714504de22
      
https://github.com/scikit-learn/scikit-learn/commit/433ac4c962017724ed594159c581e9714504de22
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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(#30437)

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  Commit: 065498506c74c28b918076a66f423dbae1c6208d
      
https://github.com/scikit-learn/scikit-learn/commit/065498506c74c28b918076a66f423dbae1c6208d
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  Commit: 7ef31b0ee358661fa08f59614b121749bcd7fea7
      
https://github.com/scikit-learn/scikit-learn/commit/7ef31b0ee358661fa08f59614b121749bcd7fea7
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: 
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Co-authored-by: Lock file bot <nore...@github.com>


  Commit: 187665f4f6d62edbd7a7958f0bbb0a1a2c0f5543
      
https://github.com/scikit-learn/scikit-learn/commit/187665f4f6d62edbd7a7958f0bbb0a1a2c0f5543
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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(#30434)

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  Commit: ac808ee96bc0a02daebef06227712cb6dab9756a
      
https://github.com/scikit-learn/scikit-learn/commit/ac808ee96bc0a02daebef06227712cb6dab9756a
  Author: Velislav Babatchev <47583134+vbabatc...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Commit: ff7a051033166bd4c73467a55b21b2b1df96af5c
      
https://github.com/scikit-learn/scikit-learn/commit/ff7a051033166bd4c73467a55b21b2b1df96af5c
  Author: Xiao Yuan <yuanx...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  DOC Add links to example `plot_kmeans_stability_low_dim_dense.py` (#30349)

Co-authored-by: Stefanie Senger 
<91849487+stefaniesen...@users.noreply.github.com>


  Commit: 1f69223ee29abb494fc92b4132305a8750629926
      
https://github.com/scikit-learn/scikit-learn/commit/1f69223ee29abb494fc92b4132305a8750629926
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#30438)

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


  Commit: a60897f63ad942aad133370361776e4bcbf42739
      
https://github.com/scikit-learn/scikit-learn/commit/a60897f63ad942aad133370361776e4bcbf42739
  Author: UV <yuvrajpradhan...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC Correct short_summary for sklearn.kernel_approximation module (#30428)


  Commit: ded27e364d42946836597ca01734a747fe7d6c16
      
https://github.com/scikit-learn/scikit-learn/commit/ded27e364d42946836597ca01734a747fe7d6c16
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  CI Replace deprecated circle CI "deploy" key (#30466)


  Commit: bf3cdf64841b95a25e92b9da86871647e21c0b32
      
https://github.com/scikit-learn/scikit-learn/commit/bf3cdf64841b95a25e92b9da86871647e21c0b32
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC Remove examples for the old tutorials section (#30460)


  Commit: 01c241736a2c74e512cfccba7bd5be8b1fe47b35
      
https://github.com/scikit-learn/scikit-learn/commit/01c241736a2c74e512cfccba7bd5be8b1fe47b35
  Author: Guillaume Lemaitre <guilla...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC add Stefanie Senger in Contributor Experience Team (#30471)


  Commit: 8485315479b5519e62e3b6f15689d078975d134f
      
https://github.com/scikit-learn/scikit-learn/commit/8485315479b5519e62e3b6f15689d078975d134f
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC fix typo in LabelPropagation (#30472)


  Commit: 540529d34b61881813ec5ba720045b267f499bf6
      
https://github.com/scikit-learn/scikit-learn/commit/540529d34b61881813ec5ba720045b267f499bf6
  Author: Boney Patel <boneypate...@yahoo.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC sklearn/datasets/_openml.py: Fix spelling mistake when pandas is not 
installed (#30481)

Co-authored-by: bpatel347 <bpatel...@gatech.edu>


  Commit: b7d5c04b0f8589e719bbb02ce145a39afc16aafe
      
https://github.com/scikit-learn/scikit-learn/commit/b7d5c04b0f8589e719bbb02ce145a39afc16aafe
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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(#30489)

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


  Commit: c7c9b099677d72c01468881cfe002b60fd963c4b
      
https://github.com/scikit-learn/scikit-learn/commit/c7c9b099677d72c01468881cfe002b60fd963c4b
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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(#30488)

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


  Commit: ff495ecac3588d579311b265e26828f75565a015
      
https://github.com/scikit-learn/scikit-learn/commit/ff495ecac3588d579311b265e26828f75565a015
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 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: (#30487)

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


  Commit: 8a123af7e9903c20fbb1626753432824bc37d364
      
https://github.com/scikit-learn/scikit-learn/commit/8a123af7e9903c20fbb1626753432824bc37d364
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#30490)

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


  Commit: 3ec5a18f1688cd74b956c34b0acb84b86bb043ec
      
https://github.com/scikit-learn/scikit-learn/commit/3ec5a18f1688cd74b956c34b0acb84b86bb043ec
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  :lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: 
(#30486)

Co-authored-by: Lock file bot <nore...@github.com>
Co-authored-by: Loïc Estève <loic.est...@ymail.com>


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https://github.com/scikit-learn/scikit-learn/commit/bd76910df53c1458f41f5acf7d2d1dd2a8571026
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_environment.yml
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  Log Message:
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Co-authored-by: scikit-learn-bot <nore...@github.com>


  Commit: 24ffd96993f0e948aa72338e27e09a57dec08381
      
https://github.com/scikit-learn/scikit-learn/commit/24ffd96993f0e948aa72338e27e09a57dec08381
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  FIX Fix device detection when array API dispatch is disabled (#30454)

Co-authored-by: Olivier Grisel <olivier.gri...@ensta.org>
Co-authored-by: Omar Salman <omar.salman2...@gmail.com>


  Commit: 6989709db158b1c41b74eb706262eca19591aaf9
      
https://github.com/scikit-learn/scikit-learn/commit/6989709db158b1c41b74eb706262eca19591aaf9
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  DOC Mention that IsolationForest n_jobs is only for fit and not predict 
(#30501)


  Commit: 06fd465b2852533b98b6b48eedeeecb84f4c6bdc
      
https://github.com/scikit-learn/scikit-learn/commit/06fd465b2852533b98b6b48eedeeecb84f4c6bdc
  Author: Christine P. Chai <star13...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  corrected a typo in FAQ (#30500)


  Commit: 5517accba1ad1e8364f998ee6ff8c00ffeb54ec2
      
https://github.com/scikit-learn/scikit-learn/commit/5517accba1ad1e8364f998ee6ff8c00ffeb54ec2
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC removed reference to closed issue (#30499)


  Commit: 07075dc78e5f70bcf3757ee148426a006c226b24
      
https://github.com/scikit-learn/scikit-learn/commit/07075dc78e5f70bcf3757ee148426a006c226b24
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M doc/modules/sgd.rst

  Log Message:
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  DOC Update math font in SGD formulation (#30510)


  Commit: fc273a0a476dc670d59c842f58dce3632142710f
      
https://github.com/scikit-learn/scikit-learn/commit/fc273a0a476dc670d59c842f58dce3632142710f
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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(#30530)

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


  Commit: 1c76c8cac5028425079c01805ad16c470ff04548
      
https://github.com/scikit-learn/scikit-learn/commit/1c76c8cac5028425079c01805ad16c470ff04548
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  Date:   2025-01-09 (Thu, 09 Jan 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: 
(#30531)

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


  Commit: 12399b6c39f777e4e5252145e4cc5d37ee5cbb92
      
https://github.com/scikit-learn/scikit-learn/commit/12399b6c39f777e4e5252145e4cc5d37ee5cbb92
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  Date:   2025-01-09 (Thu, 09 Jan 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: (#30532)

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


  Commit: c3f1c4eb9aa4a91eaced982fbcd82b9fe8282d8d
      
https://github.com/scikit-learn/scikit-learn/commit/c3f1c4eb9aa4a91eaced982fbcd82b9fe8282d8d
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  Date:   2025-01-09 (Thu, 09 Jan 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: 
(#30533)

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


  Commit: 5a09fe7f1ab459108a20bbc41947cfac4e5c9341
      
https://github.com/scikit-learn/scikit-learn/commit/5a09fe7f1ab459108a20bbc41947cfac4e5c9341
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#30534)

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


  Commit: ea981856fc7caf39131986a477bf63c57998b812
      
https://github.com/scikit-learn/scikit-learn/commit/ea981856fc7caf39131986a477bf63c57998b812
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC Fix typos in Developing scikit-learn estimators page (#30547)


  Commit: 1f831403fe47c7687c4599361f1c6d075f4d757b
      
https://github.com/scikit-learn/scikit-learn/commit/1f831403fe47c7687c4599361f1c6d075f4d757b
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Log Message:
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(#30550)


  Commit: 8746404d7e0efae14ca25604ddb1db13d454b9d1
      
https://github.com/scikit-learn/scikit-learn/commit/8746404d7e0efae14ca25604ddb1db13d454b9d1
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

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  Commit: 3113e8bd9bae52997276411e07967a23db4bf549
      
https://github.com/scikit-learn/scikit-learn/commit/3113e8bd9bae52997276411e07967a23db4bf549
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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  Log Message:
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  DOC mention setting `SCIPY_ARRAY_API=1` in Array API support document (#30513)


  Commit: 46818419a2e60f8a0be01394fd3f05133d9703d3
      
https://github.com/scikit-learn/scikit-learn/commit/46818419a2e60f8a0be01394fd3f05133d9703d3
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M build_tools/cirrus/pymin_conda_forge_linux-aarch64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: 
(#30558)

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


  Commit: e4e249e1de3f5f170a47beb77d8b4751c79100f1
      
https://github.com/scikit-learn/scikit-learn/commit/e4e249e1de3f5f170a47beb77d8b4751c79100f1
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 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: 
(#30559)

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


  Commit: 8ee515b627aae362ab5451311f802d7c74d57136
      
https://github.com/scikit-learn/scikit-learn/commit/8ee515b627aae362ab5451311f802d7c74d57136
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 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
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    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
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build_tools/azure/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock

  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#30561)

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


  Commit: f2f3bbf3b496a68e27d68842314996a1527c14f6
      
https://github.com/scikit-learn/scikit-learn/commit/f2f3bbf3b496a68e27d68842314996a1527c14f6
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 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: 
(#30560)

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


  Commit: 940878784edb8410dc3a5c304f45ecdadb27bea0
      
https://github.com/scikit-learn/scikit-learn/commit/940878784edb8410dc3a5c304f45ecdadb27bea0
  Author: Lucy Liu <jliu...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M doc/glossary.rst

  Log Message:
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  DOC Add early stopping case to `scoring` glossary entry (#30544)


  Commit: 13f1823a987c54df50768d4bd643466203f75bcc
      
https://github.com/scikit-learn/scikit-learn/commit/13f1823a987c54df50768d4bd643466203f75bcc
  Author: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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

  Log Message:
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  Bump pypa/gh-action-pypi-publish from 1.12.2 to 1.12.3 in the actions group 
(#30566)

Signed-off-by: dependabot[bot] <supp...@github.com>
Co-authored-by: dependabot[bot] 
<49699333+dependabot[bot]@users.noreply.github.com>


  Commit: 78dc040dd134e5cdc2d19ab3e047cfc2928a28fd
      
https://github.com/scikit-learn/scikit-learn/commit/78dc040dd134e5cdc2d19ab3e047cfc2928a28fd
  Author: Hanjun Kim <155338300+hanjunki...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/ensemble/_forest.py

  Log Message:
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  DOC Add link to random tree embedding example in docs (#30418)


  Commit: b93fd88274f77961c4727abbb5a93a512225a311
      
https://github.com/scikit-learn/scikit-learn/commit/b93fd88274f77961c4727abbb5a93a512225a311
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.model_selection/30451.fix.rst
    M sklearn/model_selection/_validation.py
    M sklearn/model_selection/tests/test_validation.py

  Log Message:
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  FIX methods in model_selection/_validation accept params=None with metadata 
routing enabled (#30451)

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


  Commit: 761e10caed0a3ac242fc7cbe6e6ce2c3dd14db61
      
https://github.com/scikit-learn/scikit-learn/commit/761e10caed0a3ac242fc7cbe6e6ce2c3dd14db61
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  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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    A doc/whats_new/upcoming_changes/sklearn.utils/30187.enhancement.rst
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    M sklearn/utils/estimator_checks.py
    M sklearn/utils/tests/test_estimator_checks.py

  Log Message:
  -----------
  FIX Check and correct the input_tags.sparse flag (#30187)

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


  Commit: 861e526de74a658d743de46281f1fbfaffbb8f8d
      
https://github.com/scikit-learn/scikit-learn/commit/861e526de74a658d743de46281f1fbfaffbb8f8d
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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

  Log Message:
  -----------
  DOC Update maintainers doc now that we use towncrier (#30455)

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


  Commit: fad237ed369427a2048be8c6cd3dace980eb86c9
      
https://github.com/scikit-learn/scikit-learn/commit/fad237ed369427a2048be8c6cd3dace980eb86c9
  Author: ThorbenMaa <117150878+thorben...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/metrics/_ranking.py

  Log Message:
  -----------
  DOC add details regarding `decision_function` in the docstring of metrics 
(#30311)

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


  Commit: 1a2bcb5444044b122e53bc3c5239838a0c2c20be
      
https://github.com/scikit-learn/scikit-learn/commit/1a2bcb5444044b122e53bc3c5239838a0c2c20be
  Author: Thomas J. Fan <thomasjp...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.tree/30557.fix.rst
    M sklearn/tree/_partitioner.pyx
    M sklearn/tree/tests/test_tree.py

  Log Message:
  -----------
  FIX Uses log2 in tree building (#30557)


  Commit: 35266525f513ebaeeefd0f4c81b04775491e03da
      
https://github.com/scikit-learn/scikit-learn/commit/35266525f513ebaeeefd0f4c81b04775491e03da
  Author: Haesun Park <roadh...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/preprocessing/_polynomial.py

  Log Message:
  -----------
  MNT Fix a typo (#30570)


  Commit: fc624f301badb713719c92946cff7e89b24c88a4
      
https://github.com/scikit-learn/scikit-learn/commit/fc624f301badb713719c92946cff7e89b24c88a4
  Author: Stefano Gaspari <151990721+stefanogasp...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/covariance/_shrunk_covariance.py

  Log Message:
  -----------
  DOC add link to plot_covariance_estimation example in docstrings and 
userguide (#30429)


  Commit: 26637bdc706744b2ad251290260e8fe8ed9a8e49
      
https://github.com/scikit-learn/scikit-learn/commit/26637bdc706744b2ad251290260e8fe8ed9a8e49
  Author: Lucas Colley <lucas.coll...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M build_tools/update_environments_and_lock_files.py

  Log Message:
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  DEV add missing dep to lock-file script docstring (#30574)


  Commit: 579b0100b461ac5e29bc8602f78fce22d674e6b5
      
https://github.com/scikit-learn/scikit-learn/commit/579b0100b461ac5e29bc8602f78fce22d674e6b5
  Author: Yao Xiao <108576690+charlie-x...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M doc/scss/custom.scss

  Log Message:
  -----------
  DOC avoid version switcher dropdown being cut off by right boundary (#30581)


  Commit: 728bb901bce0bb2b140814b1cb3105b8f64ad15d
      
https://github.com/scikit-learn/scikit-learn/commit/728bb901bce0bb2b140814b1cb3105b8f64ad15d
  Author: Yao Xiao <108576690+charlie-x...@users.noreply.github.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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

  Log Message:
  -----------
  DOC fix formatting in maintainer information - releasing (#30578)


  Commit: a317d0ed8b165f98625bcd5994024fe713fd529b
      
https://github.com/scikit-learn/scikit-learn/commit/a317d0ed8b165f98625bcd5994024fe713fd529b
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M build_tools/azure/install.sh

  Log Message:
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  CI Use scipy 1.15 rather than scipy-dev for free-threaded build (#30582)


  Commit: 69e49153b244cc3e5905a853edaeeee680c32cd1
      
https://github.com/scikit-learn/scikit-learn/commit/69e49153b244cc3e5905a853edaeeee680c32cd1
  Author: Hugo Boulenger <hugoboulen...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/feature_selection/_univariate_selection.py

  Log Message:
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  DOC Clarify chi2 usage with continuous data (#30473)


  Commit: 0c5e0c814af79f18537df07a72e2c0c72f08d203
      
https://github.com/scikit-learn/scikit-learn/commit/0c5e0c814af79f18537df07a72e2c0c72f08d203
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 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: 
(#30592)

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


  Commit: 400e71835a15f3835b2b1d4b4212adbe510a2110
      
https://github.com/scikit-learn/scikit-learn/commit/400e71835a15f3835b2b1d4b4212adbe510a2110
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M build_tools/cirrus/pymin_conda_forge_linux-aarch64_conda.lock

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for cirrus-arm CI build(s) :lock: :robot: 
(#30589)

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


  Commit: 0d2ce432de05b1f0c3b055572c08bee332c37724
      
https://github.com/scikit-learn/scikit-learn/commit/0d2ce432de05b1f0c3b055572c08bee332c37724
  Author: Guillaume Lemaitre <guilla...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/many-modules/30573.fix.rst
    M sklearn/base.py
    M sklearn/utils/_tags.py
    M sklearn/utils/tests/test_tags.py

  Log Message:
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  FIX change FutureWarnings to DeprecationWarnings for the tags (#30573)


  Commit: 42831e522f9f08f34e01cd85d60aa852914b135d
      
https://github.com/scikit-learn/scikit-learn/commit/42831e522f9f08f34e01cd85d60aa852914b135d
  Author: Guillaume Lemaitre <guilla...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.utils/30516.fix.rst
    M sklearn/utils/_tags.py
    M sklearn/utils/tests/test_tags.py

  Log Message:
  -----------
  FIX warn if an estimator does have a concrete __sklearn_tags__ implementation 
(#30516)

Co-authored-by: Adrin Jalali <adrin.jal...@gmail.com>
Co-authored-by: Thomas J. Fan <thomasjp...@gmail.com>
Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: acbb8621c816f12f0648f175edf8acb561768ec5
      
https://github.com/scikit-learn/scikit-learn/commit/acbb8621c816f12f0648f175edf8acb561768ec5
  Author: Loïc Estève <loic.est...@ymail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M doc/common_pitfalls.rst

  Log Message:
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  TST Fix doctest due to GradientBoostingClassifier difference with scipy 1.15 
(#30583)


  Commit: f5f2b9c7b725a957caf8089d254f9176e8fabda9
      
https://github.com/scikit-learn/scikit-learn/commit/f5f2b9c7b725a957caf8089d254f9176e8fabda9
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: 
:robot: (#30591)

Co-authored-by: Lock file bot <nore...@github.com>
Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: bc291f1030aa4f122187d5334a426ab1848a7ee6
      
https://github.com/scikit-learn/scikit-learn/commit/bc291f1030aa4f122187d5334a426ab1848a7ee6
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

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

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: 
(#30590)

Co-authored-by: Lock file bot <nore...@github.com>
Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: ea8a7259f53c2cd78c1a8341bdab228e621dd2ba
      
https://github.com/scikit-learn/scikit-learn/commit/ea8a7259f53c2cd78c1a8341bdab228e621dd2ba
  Author: scikit-learn-bot <tjpf...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
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    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_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/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#30593)

Co-authored-by: Lock file bot <nore...@github.com>
Co-authored-by: Jérémie du Boisberranger <jere...@probabl.ai>


  Commit: 1f43fd2307c13593ea5ba194dcc5e7a814cfade9
      
https://github.com/scikit-learn/scikit-learn/commit/1f43fd2307c13593ea5ba194dcc5e7a814cfade9
  Author: Deepak Saldanha <saldanhadeepakuc...@gmail.com>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M examples/model_selection/plot_roc.py

  Log Message:
  -----------
  DOC: Updates to Macro vs micro-averaging in plot_roc.py (#29845)

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


  Commit: afaa07062bfd77c5ec15cfc62f0102c257092563
      
https://github.com/scikit-learn/scikit-learn/commit/afaa07062bfd77c5ec15cfc62f0102c257092563
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    M sklearn/__init__.py

  Log Message:
  -----------
  bump version


  Commit: 73cca70befaa3167903f1fbe15e81df587598f11
      
https://github.com/scikit-learn/scikit-learn/commit/73cca70befaa3167903f1fbe15e81df587598f11
  Author: Jérémie du Boisberranger <jere...@probabl.ai>
  Date:   2025-01-09 (Thu, 09 Jan 2025)

  Changed paths:
    R doc/whats_new/upcoming_changes/changed-models/30187.fix.rst
    R doc/whats_new/upcoming_changes/many-modules/30573.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.metrics/30454.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.model_selection/30451.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.tree/30557.fix.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30187.enhancement.rst
    R doc/whats_new/upcoming_changes/sklearn.utils/30516.fix.rst
    M doc/whats_new/v1.6.rst

  Log Message:
  -----------
  generate changelog


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