Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 94af1dff678e8a7a6fc627b85a5489980c063331
      
https://github.com/scikit-learn/scikit-learn/commit/94af1dff678e8a7a6fc627b85a5489980c063331
  Author: Lucy Liu <[email protected]>
  Date:   2026-04-02 (Thu, 02 Apr 2026)

  Changed paths:
    M sklearn/utils/_testing.py

  Log Message:
  -----------
  DOC Update docstring of `_array_api_for_tests` (#33673)


  Commit: 5014b30844bbd7f3fb5e368d1ae0d108f7736346
      
https://github.com/scikit-learn/scikit-learn/commit/5014b30844bbd7f3fb5e368d1ae0d108f7736346
  Author: Shruti Nath <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.svm/33388.api.rst
    M sklearn/svm/_base.py
    M sklearn/svm/_classes.py
    M sklearn/svm/tests/test_svm.py

  Log Message:
  -----------
  API Deprecate probA_ and probB_ in SVC and NuSVC (#33388)

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


  Commit: 6625a05a3178ab9f938197b366d78f92868a9b1c
      
https://github.com/scikit-learn/scikit-learn/commit/6625a05a3178ab9f938197b366d78f92868a9b1c
  Author: Stefanie Senger <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    M doc/modules/model_evaluation.rst
    M sklearn/metrics/_base.py
    M sklearn/metrics/_plot/det_curve.py
    M sklearn/metrics/_plot/roc_curve.py
    M sklearn/metrics/_ranking.py

  Log Message:
  -----------
  DOC Improve description of  `y_score` param in classification metrics (#33443)

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


  Commit: 236f5e22ce09c7e501997ce401fa7621b286d79a
      
https://github.com/scikit-learn/scikit-learn/commit/236f5e22ce09c7e501997ce401fa7621b286d79a
  Author: Stanislav Terliakov <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    A 
doc/whats_new/upcoming_changes/sklearn.gaussian_process/33067.efficiency.rst
    M sklearn/gaussian_process/kernels.py

  Log Message:
  -----------
  PERF Cache `inspect.signature` in GPR kernels (#33067)

Co-authored-by: Olivier Grisel <[email protected]>
Co-authored-by: Tim Head <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: b0c9c3a1fda2f3433ed896208fbee3950aeb15ed
      
https://github.com/scikit-learn/scikit-learn/commit/b0c9c3a1fda2f3433ed896208fbee3950aeb15ed
  Author: Thomas S. <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    M .github/workflows/unit-tests.yml

  Log Message:
  -----------
  CI Disable [all random seeds] detection outside pull-request (#32558)

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


  Commit: 56ad623437cf2dd0dbd56b56a7a74505e453fe3a
      
https://github.com/scikit-learn/scikit-learn/commit/56ad623437cf2dd0dbd56b56a7a74505e453fe3a
  Author: Arturo Amor <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    M examples/ensemble/plot_gradient_boosting_quantile.py

  Log Message:
  -----------
  DOC Add demo on estimating the variability of the coverage fraction (#29499)

Co-authored-by: ArturoAmorQ <[email protected]>
Co-authored-by: Christian Lorentzen <[email protected]>


  Commit: b398214aa4def5a64a01f83acf76062ead516622
      
https://github.com/scikit-learn/scikit-learn/commit/b398214aa4def5a64a01f83acf76062ead516622
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-04-03 (Fri, 03 Apr 2026)

  Changed paths:
    M .github/workflows/unit-tests.yml

  Log Message:
  -----------
  revert #32558


  Commit: 319e7c64e2794b8f46b9097491e753a4058fbd58
      
https://github.com/scikit-learn/scikit-learn/commit/319e7c64e2794b8f46b9097491e753a4058fbd58
  Author: holodata-ej <[email protected]>
  Date:   2026-04-04 (Sat, 04 Apr 2026)

  Changed paths:
    M sklearn/calibration.py

  Log Message:
  -----------
  MNT Use minlength=n_bins instead of len(bins) (#33229)

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


  Commit: c8e7f39713c20868c56d2afc9e95e69226c1508a
      
https://github.com/scikit-learn/scikit-learn/commit/c8e7f39713c20868c56d2afc9e95e69226c1508a
  Author: Balaji Seshadri <[email protected]>
  Date:   2026-04-04 (Sat, 04 Apr 2026)

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

  Log Message:
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  TST use global_random_seed in sklearn/linear_model/tests/test_bayes.py 
(#33465)

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


  Commit: cb27843bb533799aa7b9cc523f6d44dd636133ac
      
https://github.com/scikit-learn/scikit-learn/commit/cb27843bb533799aa7b9cc523f6d44dd636133ac
  Author: marikabergengren <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

  Changed paths:
    A 
doc/whats_new/upcoming_changes/sklearn.model_selection/28464.enhancement.rst
    M sklearn/model_selection/_split.py

  Log Message:
  -----------
  FIX GroupKFold use stable sort to produce consistent splits across installs 
(#28464)

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


  Commit: f62c2a29e53ac692ef7c51153ce0167400c41e18
      
https://github.com/scikit-learn/scikit-learn/commit/f62c2a29e53ac692ef7c51153ce0167400c41e18
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

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

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for free-threaded CI build(s) :lock: 
:robot: (#33696)

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


  Commit: 0311cbf8de2a7edfdc534b8da8ed5ca72eee30af
      
https://github.com/scikit-learn/scikit-learn/commit/0311cbf8de2a7edfdc534b8da8ed5ca72eee30af
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

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

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for scipy-dev CI build(s) :lock: :robot: 
(#33697)

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


  Commit: bcd638c759cdfcfa8cd547f162312cd09a8012d4
      
https://github.com/scikit-learn/scikit-learn/commit/bcd638c759cdfcfa8cd547f162312cd09a8012d4
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

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

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for array-api CI build(s) :lock: :robot: 
(#33698)

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


  Commit: e1a29f65b5bfc8336ce094593fdd0484126f7c73
      
https://github.com/scikit-learn/scikit-learn/commit/e1a29f65b5bfc8336ce094593fdd0484126f7c73
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

  Changed paths:
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
    M build_tools/github/pylatest_conda_forge_osx-arm64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_win-64_conda.lock

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#33699)

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


  Commit: 6b034924aec3a755f6fc5352919986695dce2a14
      
https://github.com/scikit-learn/scikit-learn/commit/6b034924aec3a755f6fc5352919986695dce2a14
  Author: Mohammad Ahmadullah Khan <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.preprocessing/33268.fix.rst
    M sklearn/preprocessing/_data.py
    M sklearn/preprocessing/tests/test_data.py

  Log Message:
  -----------
  FIX Use check_array in inverse_transform for Power/QuantileTransformer 
(#33268)

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


  Commit: d93d84c22653ea3430fc8bb4b942f37a773581e0
      
https://github.com/scikit-learn/scikit-learn/commit/d93d84c22653ea3430fc8bb4b942f37a773581e0
  Author: Christian Veenhuis <[email protected]>
  Date:   2026-04-06 (Mon, 06 Apr 2026)

  Changed paths:
    M AGENTS.md

  Log Message:
  -----------
  MNT FIX grammar issue in the `AGENTS.md` file (#33700)


  Commit: 5a10bb798914191f7d22ffa4e5ed85c28ce4e137
      
https://github.com/scikit-learn/scikit-learn/commit/5a10bb798914191f7d22ffa4e5ed85c28ce4e137
  Author: Karthik <[email protected]>
  Date:   2026-04-07 (Tue, 07 Apr 2026)

  Changed paths:
    M sklearn/cluster/_spectral.py

  Log Message:
  -----------
  DOC Fix misleading parameter docs for `n_clusters` in Spectral Clustering 
(#33563)


  Commit: d43c433e52ec78dbe5ce1f61077d92c8b0e3dac0
      
https://github.com/scikit-learn/scikit-learn/commit/d43c433e52ec78dbe5ce1f61077d92c8b0e3dac0
  Author: Mohammad Ahmadullah Khan <[email protected]>
  Date:   2026-04-07 (Tue, 07 Apr 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.decomposition/33269.efficiency.rst
    M sklearn/decomposition/_fastica.py

  Log Message:
  -----------
  PERF Faster FastICA for deflation + logcosh (#33269)

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


  Commit: 01901eb0b56b4386b5678c8b7d3ebfa15f4ddb63
      
https://github.com/scikit-learn/scikit-learn/commit/01901eb0b56b4386b5678c8b7d3ebfa15f4ddb63
  Author: Wiktor Olszowy <[email protected]>
  Date:   2026-04-07 (Tue, 07 Apr 2026)

  Changed paths:
    M sklearn/model_selection/_split.py

  Log Message:
  -----------
  DOC Clarify that group-based splitters do not perform class-label 
stratification (#33037)

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


  Commit: 6ce7cbeeed591139e22eb56bb72b278271485d78
      
https://github.com/scikit-learn/scikit-learn/commit/6ce7cbeeed591139e22eb56bb72b278271485d78
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-04-07 (Tue, 07 Apr 2026)

  Changed paths:
    M AGENTS.md
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_osx-64_conda.lock
    M build_tools/github/pylatest_conda_forge_osx-arm64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_linux-64_conda.lock
    M build_tools/github/pylatest_pip_scipy_dev_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M 
build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_win-64_conda.lock
    M doc/modules/model_evaluation.rst
    A doc/whats_new/upcoming_changes/sklearn.decomposition/33269.efficiency.rst
    A 
doc/whats_new/upcoming_changes/sklearn.gaussian_process/33067.efficiency.rst
    A 
doc/whats_new/upcoming_changes/sklearn.model_selection/28464.enhancement.rst
    A doc/whats_new/upcoming_changes/sklearn.preprocessing/33268.fix.rst
    A doc/whats_new/upcoming_changes/sklearn.svm/33388.api.rst
    M examples/ensemble/plot_gradient_boosting_quantile.py
    M sklearn/calibration.py
    M sklearn/cluster/_spectral.py
    M sklearn/decomposition/_fastica.py
    M sklearn/gaussian_process/kernels.py
    M sklearn/linear_model/tests/test_bayes.py
    M sklearn/metrics/_base.py
    M sklearn/metrics/_plot/det_curve.py
    M sklearn/metrics/_plot/roc_curve.py
    M sklearn/metrics/_ranking.py
    M sklearn/model_selection/_split.py
    M sklearn/preprocessing/_data.py
    M sklearn/preprocessing/tests/test_data.py
    M sklearn/svm/_base.py
    M sklearn/svm/_classes.py
    M sklearn/svm/tests/test_svm.py
    M sklearn/utils/_testing.py

  Log Message:
  -----------
  Merge remote-tracking branch 'upstream/main' into callbacks


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