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Use Array API in r2_score#27102

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elindgren wants to merge 45 commits intoscikit-learn:mainscikit-learn/scikit-learn:mainfrom

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Commits on Aug 18, 2023

• update r2 score to use the array API, and write initial tests

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• Merge remote-tracking branch 'upstream/main'

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Commits on Aug 19, 2023

• Merge branch 'main' into ENH/r2_score_array_api

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Commits on Sep 7, 2023

• Merge branch 'main' into ENH/r2_score_array_api

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Commits on Sep 8, 2023

• Fix some review comments and move stuff to CPU

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Commits on Sep 28, 2023

• Add regression tests to the test_common framework

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Commits on Oct 5, 2023

• Update sklearn/metrics/tests/test_regression.py

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• Update sklearn/metrics/tests/test_regression.py

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• Remove hardcoded device choice in _weighted_sum

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• Factor out max float precision determination

  

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• Use convenience function to find highest accuracy float in r2_score

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• add tests for _average for Array API

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• MNT Ignore ruff errors (#27094)

  

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• DOC fix docstring for `sklearn.datasets.get_data_home` (#27073)

  

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• TST Extend tests for `scipy.sparse.*array` in `sklearn/cluster/tests/test_affinity_propagation` (#27095)

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• MNT Remove DeprecationWarning for scipy.sparse.linalg.cg tol vs rtol argument (#26814)

  

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• Merge branch 'main' into ENH/r2_score_array_api

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• Merge remote-tracking branch 'upstream/main' into ENH/r2_score_array_api

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• remove temporary file

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Commits on Dec 5, 2023

• WIP: solving dtype and device maze

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• Fix changelog conflict

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Commits on Dec 6, 2023

• Tests fixups

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• Tests fixups

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• Merge branch 'main' of https://github.com/scikit-learn/scikit-learn into ENH/r2_score_array_api

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• Fix dtype parameterization in common metric tests

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• Tests fixups

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• Tests fixups

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Commits on Dec 11, 2023

• Adds lru_cache on device inspection function + user _convert_to_numpy rather than from_dlpack

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• Adequatly define hash of _ArrayAPIWrapper to avoid wrong equality

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Commits on Dec 19, 2023

• Merge branch 'main' of https://github.com/scikit-learn/scikit-learn into ENH/r2_score_array_api

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• Remove _weighted_sum and only use _average

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• Merge branch 'main' of https://github.com/scikit-learn/scikit-learn into ENH/r2_score_array_api

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Commits on Dec 20, 2023

• Linting on unrelated diff, pre-commit broken ? + fixes

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Commits on Dec 26, 2023

• Merge branch 'main' into ENH/r2_score_array_api

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Commits on Dec 27, 2023

• re add faster, simpler code branch for _weighted_sum in _classification.py

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• re add faster, simpler code branch for _weighted_sum in _classification.py

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• Merge branch 'main' of https://github.com/scikit-learn/scikit-learn into ENH/r2_score_array_api

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Commits on Dec 28, 2023

• fix

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Commits on Dec 29, 2023

• fix tests with torch+cuda

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• fix tests with torch+cuda

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Commits on Jan 2, 2024

• Merge branch 'main' into ENH/r2_score_array_api

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Commits on Jan 3, 2024

• FIX: always pass xp to _convert_to_numpy calls

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• FIX also update device_ in case of numpy fallback

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• FIX pass xp to _convert_to_numpy instead of copy=True

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• Rename _weighted_sum to _weighted_sum_1d to make it explicit that those fast code paths do not generalized to nd inputs

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