Branch: refs/heads/1.8.X
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: fc3bc55d3671163edd5676851623944121ecba89
      
https://github.com/scikit-learn/scikit-learn/commit/fc3bc55d3671163edd5676851623944121ecba89
  Author: Lucy Liu <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

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

  Log Message:
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  DOC Add info on 'array-like' array API inputs when `array_api_dispatch=False` 
(#32676)


  Commit: dbb7d84def49185fb46a29f7984961c3bf1aea5a
      
https://github.com/scikit-learn/scikit-learn/commit/dbb7d84def49185fb46a29f7984961c3bf1aea5a
  Author: Arthur <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/covariance/tests/test_robust_covariance.py

  Log Message:
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  TST: increase tolerance in `test_mcd`


  Commit: 1c18fa90187ecf074f815ac1249d22677560e173
      
https://github.com/scikit-learn/scikit-learn/commit/1c18fa90187ecf074f815ac1249d22677560e173
  Author: François Paugam <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

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

  Log Message:
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  CI Run unit-tests with random seed on schedule and open automated issue 
(#32797)


  Commit: bb59538f9346072d27b9b932e91cf710778656aa
      
https://github.com/scikit-learn/scikit-learn/commit/bb59538f9346072d27b9b932e91cf710778656aa
  Author: Lucy Liu <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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    M doc/faq.rst

  Log Message:
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  DOC Shorten PR template and improve PR attention FAQ (#32734)


  Commit: 71739b306315a8d328f5a06407b3696e95000a3a
      
https://github.com/scikit-learn/scikit-learn/commit/71739b306315a8d328f5a06407b3696e95000a3a
  Author: Nithurshen <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    A doc/whats_new/upcoming_changes/sklearn.preprocessing/32592.fix.rst
    M sklearn/preprocessing/_encoders.py
    M sklearn/preprocessing/tests/test_encoders.py

  Log Message:
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  FIX preprocessing: Fix OneHotEncoder handle_unknown='warn' behavior (#32592)


  Commit: 652491fbbe3e478c0ce6c92bd7b788c6eb5c2276
      
https://github.com/scikit-learn/scikit-learn/commit/652491fbbe3e478c0ce6c92bd7b788c6eb5c2276
  Author: Gaetan <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/whats_new/upcoming_changes/sklearn.base/32341.fix.rst

  Log Message:
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  DOC fix typo in 1.8 changelog


  Commit: 364d799cb300d78966aea97ee621abd3e37de6e1
      
https://github.com/scikit-learn/scikit-learn/commit/364d799cb300d78966aea97ee621abd3e37de6e1
  Author: Virgil Chan <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/modules/array_api.rst
    A doc/whats_new/upcoming_changes/array-api/32582.feature.rst
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    M sklearn/preprocessing/_label.py
    M sklearn/preprocessing/tests/test_label.py

  Log Message:
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  FEA Add array API support to `LabelBinarizer(sparse_output=False)` for 
numeric labels (#32582)

Co-authored-by: Vivaan Nanavati 
<[email protected]>
Co-authored-by: Vivaan Nanavati <[email protected]>
Co-authored-by: Maren Westermann <[email protected]>
Co-authored-by: Olivier Grisel <[email protected]>


  Commit: a64aa2fcd088bfebecb74f32fd87946a05977c50
      
https://github.com/scikit-learn/scikit-learn/commit/a64aa2fcd088bfebecb74f32fd87946a05977c50
  Author: Arthur Lacote <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/covariance/tests/test_robust_covariance.py

  Log Message:
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  TST: fix `test_mincovdet_bias_on_normal` flakyness by using random seed 
(#32760)


  Commit: 7fd7fe33ec5e0b245ee9fa0483f5fda225fcf0d6
      
https://github.com/scikit-learn/scikit-learn/commit/7fd7fe33ec5e0b245ee9fa0483f5fda225fcf0d6
  Author: Arthur Lacote <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/tree/tests/test_tree.py

  Log Message:
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  TST: fix `test_absolute_errors_precomputation_function` flakyness (float 
precision issue) (#32756)


  Commit: 26580852a0eb08db815acdb8d0f30e817d3fb6f5
      
https://github.com/scikit-learn/scikit-learn/commit/26580852a0eb08db815acdb8d0f30e817d3fb6f5
  Author: Stefanie Senger <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/metrics/_classification.py

  Log Message:
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  MNT clean up double calls to check_array in `log_loss` and 
`d2_log_loss_score` (#32801)

Co-authored-by: Virgil Chan <[email protected]>


  Commit: b81f81266c43ec190919478899c8d255cafbaa08
      
https://github.com/scikit-learn/scikit-learn/commit/b81f81266c43ec190919478899c8d255cafbaa08
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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  Log Message:
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  DOC fix 32747.fix.api whatsnew (#32812)


  Commit: 673f60d95cf42aec57fb9bf6f059257168f0249b
      
https://github.com/scikit-learn/scikit-learn/commit/673f60d95cf42aec57fb9bf6f059257168f0249b
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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  Log Message:
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  CI Work-around for conda-lock hang in builds with pip packages (#32808)


  Commit: 79b6436e959c02fb36e9576fd9b6c82184eaf0e5
      
https://github.com/scikit-learn/scikit-learn/commit/79b6436e959c02fb36e9576fd9b6c82184eaf0e5
  Author: C. Titus Brown <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M examples/tree/plot_cost_complexity_pruning.py

  Log Message:
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  Fix spelling in docs: `overfiting` -> `overfitting` (#32816)


  Commit: 5fe3ae30643b4a7b6504d6a589d2bd52701ab6c8
      
https://github.com/scikit-learn/scikit-learn/commit/5fe3ae30643b4a7b6504d6a589d2bd52701ab6c8
  Author: Remi Gau <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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    R 
doc/whats_new/upcoming_changes/custom-top-level/custom-top-level-32079.other.rst

  Log Message:
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  DOC Fix changelog fragment filename (#32818)


  Commit: 6b08cd8ee504242589dd7dc781f7b825e5c87345
      
https://github.com/scikit-learn/scikit-learn/commit/6b08cd8ee504242589dd7dc781f7b825e5c87345
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/linear_model/_logistic.py

  Log Message:
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  DOC Fix indentation in _logistic.py docstrings (#32819)


  Commit: c3cd88aa1a786523d517782120987c7ea9d12d56
      
https://github.com/scikit-learn/scikit-learn/commit/c3cd88aa1a786523d517782120987c7ea9d12d56
  Author: Anne Beyer <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M .github/PULL_REQUEST_TEMPLATE.md
    M doc/developers/contributing.rst

  Log Message:
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  DOC add paragraph on "AI usage disclosure" to Automated Contributions Policy 
and PR Template (#32566)

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


  Commit: c098a62cad234a358617e9004af9a28928a1293d
      
https://github.com/scikit-learn/scikit-learn/commit/c098a62cad234a358617e9004af9a28928a1293d
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  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: 
(#32823)

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


  Commit: f9123dd362293e15c3ccdc59ae735b901b0a877d
      
https://github.com/scikit-learn/scikit-learn/commit/f9123dd362293e15c3ccdc59ae735b901b0a877d
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 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: 
(#32822)

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


  Commit: 56020524ed054bba33d64655457aa57710c4b07e
      
https://github.com/scikit-learn/scikit-learn/commit/56020524ed054bba33d64655457aa57710c4b07e
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 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: (#32821)

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


  Commit: 68b16c67d2454d12a194d4de82e1e7caf8edeac6
      
https://github.com/scikit-learn/scikit-learn/commit/68b16c67d2454d12a194d4de82e1e7caf8edeac6
  Author: Stefanie Senger <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

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

  Log Message:
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  CI Move pylatest_pip_openblas_pandas to Github Actions (#32810)

Co-authored-by: Loïc Estève <[email protected]>


  Commit: 349fb5c6897be1ebbb73436b6fa77cb7f54142d1
      
https://github.com/scikit-learn/scikit-learn/commit/349fb5c6897be1ebbb73436b6fa77cb7f54142d1
  Author: Christine P. Chai <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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  Log Message:
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  DOC: Correct many grammatical issues (#32820)


  Commit: e4f996f6e14b7437cfdc9a5fef7114b955894110
      
https://github.com/scikit-learn/scikit-learn/commit/e4f996f6e14b7437cfdc9a5fef7114b955894110
  Author: Olivier Grisel <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/utils/_array_api.py

  Log Message:
  -----------
  FIX: move_to should handle BufferError and ValueError to support PyTorch 2.9 
with array API enabled (#32827)


  Commit: 8685aa9fea0f9c3d71eb23d70cd891b86a65b449
      
https://github.com/scikit-learn/scikit-learn/commit/8685aa9fea0f9c3d71eb23d70cd891b86a65b449
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

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  Log Message:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#32824)

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


  Commit: c124805a250e6bfb50096aa35020510ba4c6c218
      
https://github.com/scikit-learn/scikit-learn/commit/c124805a250e6bfb50096aa35020510ba4c6c218
  Author: Christian Lorentzen <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/linear_model/_cd_fast.pyx

  Log Message:
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  FIX screening in enet_coordinate_descent_multi_task (#32811)

Co-authored-by: Loïc Estève <[email protected]>


  Commit: 0ba882f716035ca3f836e651744eeb4c8f690947
      
https://github.com/scikit-learn/scikit-learn/commit/0ba882f716035ca3f836e651744eeb4c8f690947
  Author: Olivier Grisel <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M azure-pipelines.yml
    M pyproject.toml
    M sklearn/conftest.py

  Log Message:
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  TST Enable pytest faulthandler functionality (#32776)

Co-authored-by: Loïc Estève <[email protected]>


  Commit: 4d5376bb9265fe2b390b44926b1775e1d52c4064
      
https://github.com/scikit-learn/scikit-learn/commit/4d5376bb9265fe2b390b44926b1775e1d52c4064
  Author: Lucy Liu <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/developers/contributing.rst

  Log Message:
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  DOC Update Contributing intro and Ways to contribute (#32792)


  Commit: 894b3fff8411ec1a940954fd5e049d0839be01fb
      
https://github.com/scikit-learn/scikit-learn/commit/894b3fff8411ec1a940954fd5e049d0839be01fb
  Author: François Paugam <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M .github/workflows/bot-lint-comment.yml
    M build_tools/get_comment.py

  Log Message:
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  CI Make linting bot comment only on failure (#32804)

Co-authored-by: Loïc Estève <[email protected]>


  Commit: f025323b4c1a306731941792e2b23b3302a606b7
      
https://github.com/scikit-learn/scikit-learn/commit/f025323b4c1a306731941792e2b23b3302a606b7
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/whats_new/upcoming_changes/sklearn.utils/31564.enhancement.rst

  Log Message:
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  DOC Add HTML repr related PR to existing changelog (#32831)


  Commit: b268746a4602f41a33a23a5710c20240d6341b8e
      
https://github.com/scikit-learn/scikit-learn/commit/b268746a4602f41a33a23a5710c20240d6341b8e
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/jupyter-lite.json

  Log Message:
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  MNT Use Pyodide 0.29 version to avoid micropip error inside JupyterLite 
(#32835)


  Commit: 776dfcde658ee04e4aca7ba210df3e528f4636ca
      
https://github.com/scikit-learn/scikit-learn/commit/776dfcde658ee04e4aca7ba210df3e528f4636ca
  Author: Dea María Léon <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M doc/whats_new/upcoming_changes/sklearn.utils/31564.enhancement.rst

  Log Message:
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  DOC Remove PR from changelog that was already in 1.7 (#32841)


  Commit: eca5e0ab2a16844c57fff675c2d017af2d8a570b
      
https://github.com/scikit-learn/scikit-learn/commit/eca5e0ab2a16844c57fff675c2d017af2d8a570b
  Author: antoinebaker <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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    A doc/whats_new/upcoming_changes/sklearn.ensemble/32825.fix.rst
    M sklearn/ensemble/_bagging.py
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  Log Message:
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  FIX Add new default max_samples=None in Bagging estimators (#32825)

Co-authored-by: Arthur Lacote <[email protected]>
Co-authored-by: Olivier Grisel <[email protected]>
Co-authored-by: Loïc Estève <[email protected]>


  Commit: 764249a255ba4110685a772836f06477c40cf8a3
      
https://github.com/scikit-learn/scikit-learn/commit/764249a255ba4110685a772836f06477c40cf8a3
  Author: Olivier Grisel <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    M sklearn/utils/_array_api.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/tests/test_indexing.py

  Log Message:
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  Fix `_safe_indexing` with non integer arrays on array API inputs (#32840)


  Commit: c1de8fc595fce930c5ce1792faeab8d80a4fecc2
      
https://github.com/scikit-learn/scikit-learn/commit/c1de8fc595fce930c5ce1792faeab8d80a4fecc2
  Author: Tim Head <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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    A sklearn/utils/tests/test_dataframe.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
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  FIX Make `get_namespace` handle pandas dataframe input (#32838)


  Commit: a0f6d88d05d52594785455b570ed142c912568e7
      
https://github.com/scikit-learn/scikit-learn/commit/a0f6d88d05d52594785455b570ed142c912568e7
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  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: 
(#32858)

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


  Commit: 6b9fb1189957962cd0e4988d137af312ad09008f
      
https://github.com/scikit-learn/scikit-learn/commit/6b9fb1189957962cd0e4988d137af312ad09008f
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 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: (#32856)

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


  Commit: 5645b27b985486d6b75bb75e4929faa4da574173
      
https://github.com/scikit-learn/scikit-learn/commit/5645b27b985486d6b75bb75e4929faa4da574173
  Author: scikit-learn-bot <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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  :lock: :robot: CI Update lock files for main CI build(s) :lock: :robot: 
(#32859)

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


  Commit: cb1424bf0d548d6fa9fdef2f91bb00636f484f10
      
https://github.com/scikit-learn/scikit-learn/commit/cb1424bf0d548d6fa9fdef2f91bb00636f484f10
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
    A examples/release_highlights/plot_release_highlights_1_8_0.py

  Log Message:
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  DOC Release highlights for 1.8 (#32809)

Co-authored-by: Christian Lorentzen <[email protected]>
Co-authored-by: Olivier Grisel <[email protected]>
Co-authored-by: Virgil Chan <[email protected]>
Co-authored-by: Omar Salman <[email protected]>
Co-authored-by: Tim Head <[email protected]>
Co-authored-by: Jérémie du Boisberranger <[email protected]>


  Commit: 967dcde6dae92a6f9eafa804b5d93e8fdfd08f26
      
https://github.com/scikit-learn/scikit-learn/commit/967dcde6dae92a6f9eafa804b5d93e8fdfd08f26
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

  Changed paths:
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  Log Message:
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  Set version


  Commit: 4f4f2831de348859efc5d8298cbf37e212a1efac
      
https://github.com/scikit-learn/scikit-learn/commit/4f4f2831de348859efc5d8298cbf37e212a1efac
  Author: Loïc Estève <[email protected]>
  Date:   2025-12-09 (Tue, 09 Dec 2025)

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    M doc/whats_new/v1.8.rst

  Log Message:
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  Generate changelog


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