Branch: refs/heads/main
  Home:   https://github.com/scikit-learn/scikit-learn
  Commit: 8c62b6b66a95f1a0ce7e672929adddbffcd4d26f
      
https://github.com/scikit-learn/scikit-learn/commit/8c62b6b66a95f1a0ce7e672929adddbffcd4d26f
  Author: Christian Lorentzen <[email protected]>
  Date:   2026-05-07 (Thu, 07 May 2026)

  Changed paths:
    M README.rst
    M asv_benchmarks/asv.conf.json
    M build_tools/circle/doc_environment.yml
    M build_tools/circle/doc_linux-64_conda.lock
    M build_tools/circle/doc_min_dependencies_environment.yml
    M build_tools/circle/doc_min_dependencies_linux-64_conda.lock
    M build_tools/github/debian_32bit_lock.txt
    M build_tools/github/debian_32bit_requirements.txt
    M build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_conda.lock
    M 
build_tools/github/pylatest_conda_forge_cuda_array-api_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_conda.lock
    M build_tools/github/pylatest_conda_forge_mkl_linux-64_environment.yml
    M build_tools/github/pylatest_conda_forge_mkl_no_openmp_environment.yml
    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_conda_forge_osx-arm64_environment.yml
    M build_tools/github/pylatest_free_threaded_environment.yml
    M build_tools/github/pylatest_free_threaded_linux-64_conda.lock
    M build_tools/github/pylatest_pip_openblas_pandas_environment.yml
    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_environment.yml
    M build_tools/github/pymin_conda_forge_arm_linux-aarch64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_environment.yml
    M 
build_tools/github/pymin_conda_forge_openblas_min_dependencies_linux-64_conda.lock
    M build_tools/github/pymin_conda_forge_openblas_ubuntu_2204_environment.yml
    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 build_tools/github/ubuntu_atlas_requirements.txt
    M build_tools/update_environments_and_lock_files.py
    M doc/conf.py
    M doc/developers/development_setup.rst
    M doc/developers/maintainer.rst.template
    A doc/whats_new/upcoming_changes/custom-top-level/31127.enhancement.rst
    M maint_tools/bump-dependencies-versions.py
    M pyproject.toml
    M sklearn/_min_dependencies.py
    M sklearn/compose/_column_transformer.py
    M sklearn/compose/tests/test_column_transformer.py
    M sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
    M sklearn/tests/test_base.py
    M sklearn/utils/_indexing.py
    M sklearn/utils/fixes.py
    M sklearn/utils/tests/test_indexing.py
    M sklearn/utils/tests/test_validation.py
    M sklearn/utils/validation.py

  Log Message:
  -----------
  ENH add narwhals as dependency (#31127)

Co-authored-by: Marco Gorelli <[email protected]>



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