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FEA Introduce PairwiseDistances#23958

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jjerphan wants to merge 51 commits intoscikit-learn:mainscikit-learn/scikit-learn:mainfrom

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Commits on Jun 22, 2022

• Introduce PairwiseDistances

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Commits on Jul 2, 2022

• Merge branch 'main' into maint/pairwise_distances-pdr-backend

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Commits on Jul 4, 2022

• WIP

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Commits on Jul 11, 2022

• Merge branch 'main' into maint/pairwise_distances-pdr-backend

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• fixup! Introduce PairwiseDistances

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• Post-merge fix

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Commits on Jul 19, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Jul 29, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Aug 1, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Aug 26, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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• fixup! Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Sep 2, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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• Do not offset by X_start and Y_start

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• Do not progated metric_kwargs unneedlessly

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Commits on Sep 18, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Sep 19, 2022

• Use the proper vectors' indices

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• Port PairwiseDistances to support float32 datasets

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• Simplify indices

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• Adapt implementations for a previous 'sqeuclidean' specification

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• TST Downcast distance matrix to float32

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• Adapt instanciation

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• Use PairwiseDistances as a back-end for haversine_distances

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• Use PairwiseDistances as a back-end for manhattan_distances

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• Use PairwiseDistances as a back-end for euclidean_distances

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• Remove duplicated line

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• Merge branch 'scikit-learn:main' into feat/pairwise_distances-pdr-backend

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Commits on Sep 21, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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• TST Remove checks on errors now that minkowski with sparse data is supported

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Commits on Sep 22, 2022

• TST PairwiseDistances factory methods

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Commits on Sep 23, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Sep 27, 2022

• DOC Remove comment regarding X_is_Y

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• Preserve dtype for PairwiseDistances

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• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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• TST Remove TODO now that dtypes are preserved

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• DOC Remove and adapt some comments

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• MAINT Remove _sparse_manhattan

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• Use PairwiseDistance as a back-end for _euclidean_distances

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• MAINT Keep classmethods at the top

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Commits on Sep 28, 2022

• Safely pack {X,Y}_squared_norms

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• TST Adapt test_euclidean_distances_extreme_values

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Commits on Sep 29, 2022

• DOC Improve docstrings

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• Simplify manhattan_distances

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• fixup! DOC Improve docstrings

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• fixup! TST Adapt test_euclidean_distances_extreme_values

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Commits on Oct 7, 2022

• Apply review comments

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• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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• Rework poping {X,Y}_norm_squared in DatasetsPair.get_for

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• Rework poping {X,Y}_norm_squared in EuclideanPairwiseDistances

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Commits on Oct 24, 2022

• DOC Add references to #24745

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Commits on Oct 28, 2022

• Merge branch 'main' into feat/pairwise_distances-pdr-backend

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Commits on Nov 15, 2022

• Merge remote-tracking branch 'upstream/main' into feat/pairwise_distances-pdr-backend

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