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[enhancement] add sklearnex version of `validate_data`, `_check_sample_weight` #2177

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icfaust wants to merge 136 commits into uxlfoundation:main from icfaust:dev/sklearnex_assert_all_finite

+476 −130

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[enhancement] add sklearnex version of `validate_data`, `_check_sample_weight` #2177

minor changes based on #2206, suggestions