Branch: refs/heads/callbacks
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 4fdd24594e67ad2e4600e25bfd24b5d86cdb4007
      
https://github.com/scikit-learn/scikit-learn/commit/4fdd24594e67ad2e4600e25bfd24b5d86cdb4007
  Author: Dan Schult <[email protected]>
  Date:   2026-03-13 (Fri, 13 Mar 2026)

  Changed paths:
    M sklearn/preprocessing/_encoders.py
    M sklearn/preprocessing/tests/test_encoders.py

  Log Message:
  -----------
  FIX example with OneHotEncoder involving int32 index arrays for sparse 
arrrays (#33530)


  Commit: 0fa2fb665eb96ee064f9932d15a720f713c7242e
      
https://github.com/scikit-learn/scikit-learn/commit/0fa2fb665eb96ee064f9932d15a720f713c7242e
  Author: Lucy Liu <[email protected]>
  Date:   2026-03-14 (Sat, 14 Mar 2026)

  Changed paths:
    M sklearn/metrics/tests/test_common.py

  Log Message:
  -----------
  TST Clean up `METRICS_WITH_LABELS` in `test_common.py` (#33506)


  Commit: 99779b60555634dde448a48cd740e9692249b928
      
https://github.com/scikit-learn/scikit-learn/commit/99779b60555634dde448a48cd740e9692249b928
  Author: Lucy Liu <[email protected]>
  Date:   2026-03-14 (Sat, 14 Mar 2026)

  Changed paths:
    M sklearn/metrics/tests/test_common.py

  Log Message:
  -----------
  TST Add `log_loss` to `METRICS_WITH_NORMALIZE_OPTION` in `test_common.py` 
(#33505)


  Commit: 1ee0cf6a8cb50d6f18f4d2a224acb4380ef7eb5c
      
https://github.com/scikit-learn/scikit-learn/commit/1ee0cf6a8cb50d6f18f4d2a224acb4380ef7eb5c
  Author: Tim Head <[email protected]>
  Date:   2026-03-14 (Sat, 14 Mar 2026)

  Changed paths:
    M doc/related_projects.rst

  Log Message:
  -----------
  DOC Tweak heading type (#33534)


  Commit: 3b63811f30679ba79347dfccdb82b63bcb3098d9
      
https://github.com/scikit-learn/scikit-learn/commit/3b63811f30679ba79347dfccdb82b63bcb3098d9
  Author: shifanaaaa <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

  Changed paths:
    M doc/modules/naive_bayes.rst

  Log Message:
  -----------
  DOC Fix typo in naive_bayes.rst (#33539)


  Commit: ea08d967909ca854bed7790511891c44c9800d7c
      
https://github.com/scikit-learn/scikit-learn/commit/ea08d967909ca854bed7790511891c44c9800d7c
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

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

  Log Message:
  -----------
  🔒 🤖 CI Update lock files for scipy-dev CI build(s) 🔒 🤖 (#33549)

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


  Commit: 1543e992af9125e7dbbe0e0546f3c2e4d5c808f4
      
https://github.com/scikit-learn/scikit-learn/commit/1543e992af9125e7dbbe0e0546f3c2e4d5c808f4
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

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

  Log Message:
  -----------
  🔒 🤖 CI Update lock files for free-threaded CI build(s) 🔒 🤖 (#33548)

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


  Commit: c3ed270cc49b0216104f1b5d354f60faa825d541
      
https://github.com/scikit-learn/scikit-learn/commit/c3ed270cc49b0216104f1b5d354f60faa825d541
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

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

  Log Message:
  -----------
  🔒 🤖 CI Update lock files for array-api CI build(s) 🔒 🤖 (#33550)

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


  Commit: 3aef816dec6741e851e2c839f1e50bc4bc6003a4
      
https://github.com/scikit-learn/scikit-learn/commit/3aef816dec6741e851e2c839f1e50bc4bc6003a4
  Author: scikit-learn-bot <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 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/debian_32bit_lock.txt
    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
    M build_tools/github/ubuntu_atlas_lock.txt

  Log Message:
  -----------
  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#33551)

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


  Commit: 811b5883607253f8f619ab8b86f0944cde3970d6
      
https://github.com/scikit-learn/scikit-learn/commit/811b5883607253f8f619ab8b86f0944cde3970d6
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

  Changed paths:
    A doc/whats_new/upcoming_changes/changed-models/33333.api
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33333.api
    M examples/preprocessing/plot_scaling_importance.py
    M sklearn/linear_model/_logistic.py
    M sklearn/linear_model/tests/test_common.py
    M sklearn/linear_model/tests/test_logistic.py
    M sklearn/tests/test_docstring_parameters.py
    M sklearn/tests/test_metaestimators_metadata_routing.py
    M sklearn/utils/_test_common/instance_generator.py
    M sklearn/utils/tests/test_pprint.py

  Log Message:
  -----------
  ENH change default scoring to log loss in LogisticRegressionCV (#33333)

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


  Commit: 40eb9ba71417243429fef1fb45032aa9a061e26b
      
https://github.com/scikit-learn/scikit-learn/commit/40eb9ba71417243429fef1fb45032aa9a061e26b
  Author: Loïc Estève <[email protected]>
  Date:   2026-03-16 (Mon, 16 Mar 2026)

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

  Log Message:
  -----------
  TST Use clone to avoid failure for free-threaded (#33553)


  Commit: cbeeaeb399dc0b72d9b2f793204ed7ff39b80c70
      
https://github.com/scikit-learn/scikit-learn/commit/cbeeaeb399dc0b72d9b2f793204ed7ff39b80c70
  Author: Anne Beyer <[email protected]>
  Date:   2026-03-17 (Tue, 17 Mar 2026)

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

  Log Message:
  -----------
  FIX revert pyplot import changes to prevent import issues (#33517)

Co-authored-by: Lucy Liu <[email protected]>


  Commit: 139323a85b28de70f8b1876670f89b7ae56da3cd
      
https://github.com/scikit-learn/scikit-learn/commit/139323a85b28de70f8b1876670f89b7ae56da3cd
  Author: Tim Head <[email protected]>
  Date:   2026-03-17 (Tue, 17 Mar 2026)

  Changed paths:
    M sklearn/metrics/_regression.py
    M sklearn/metrics/tests/test_common.py

  Log Message:
  -----------
  Add mixed input support to more metrics `mean_tweedie_deviance`, 
`d2_tweedie_score`, `d2_pinball_score` (#33552)

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


  Commit: a8c13a2416b61bbbfe33a9ffe532458103a899af
      
https://github.com/scikit-learn/scikit-learn/commit/a8c13a2416b61bbbfe33a9ffe532458103a899af
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-03-17 (Tue, 17 Mar 2026)

  Changed paths:
    M doc/modules/array_api.rst
    A doc/whats_new/upcoming_changes/array-api/33348.feature.rst
    M sklearn/_loss/loss.py
    M sklearn/_loss/tests/test_loss.py
    M sklearn/calibration.py
    M sklearn/linear_model/_glm/glm.py
    M sklearn/linear_model/_glm/tests/test_glm.py
    M sklearn/linear_model/_linear_loss.py
    M sklearn/linear_model/_logistic.py

  Log Message:
  -----------
  FEA Add array API support for PoissonRegressor with LBFGS (#33348)

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


  Commit: cc4b0dcb107ebd6088639ff78741a47a727abbbb
      
https://github.com/scikit-learn/scikit-learn/commit/cc4b0dcb107ebd6088639ff78741a47a727abbbb
  Author: Jérémie du Boisberranger <[email protected]>
  Date:   2026-03-17 (Tue, 17 Mar 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/debian_32bit_lock.txt
    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_free_threaded_linux-64_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 build_tools/github/ubuntu_atlas_lock.txt
    M doc/modules/array_api.rst
    M doc/modules/naive_bayes.rst
    M doc/related_projects.rst
    A doc/whats_new/upcoming_changes/array-api/33348.feature.rst
    A doc/whats_new/upcoming_changes/changed-models/33333.api
    A doc/whats_new/upcoming_changes/sklearn.linear_model/33333.api
    M examples/preprocessing/plot_scaling_importance.py
    M sklearn/_loss/loss.py
    M sklearn/_loss/tests/test_loss.py
    M sklearn/calibration.py
    M sklearn/decomposition/tests/test_dict_learning.py
    M sklearn/inspection/_plot/decision_boundary.py
    M sklearn/linear_model/_glm/glm.py
    M sklearn/linear_model/_glm/tests/test_glm.py
    M sklearn/linear_model/_linear_loss.py
    M sklearn/linear_model/_logistic.py
    M sklearn/linear_model/tests/test_common.py
    M sklearn/linear_model/tests/test_logistic.py
    M sklearn/metrics/_regression.py
    M sklearn/metrics/tests/test_common.py
    M sklearn/preprocessing/_encoders.py
    M sklearn/preprocessing/tests/test_encoders.py
    M sklearn/tests/test_docstring_parameters.py
    M sklearn/tests/test_metaestimators_metadata_routing.py
    M sklearn/utils/_test_common/instance_generator.py
    M sklearn/utils/tests/test_pprint.py

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


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