[enhancement] WIP new finite checking in LinearRegression, Ridge and incremental variants
#2206
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icfaust
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LinearRegression and RidgeLinearRegression, Ridge and incremental variants
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…_sample_weight``` (#2177) * add finiteness_checker pybind11 bindings * added finiteness checker * Update finiteness_checker.cpp * Update finiteness_checker.cpp * Update finiteness_checker.cpp * Update finiteness_checker.cpp * Update finiteness_checker.cpp * Update finiteness_checker.cpp * Rename finiteness_checker.cpp to finiteness_checker.cpp * Update finiteness_checker.cpp * add next step * follow conventions * make xtable explicit * remove comment * Update validation.py * Update __init__.py * Update validation.py * Update __init__.py * Update __init__.py * Update validation.py * Update _data_conversion.py * Update _data_conversion.py * Update policy_common.cpp * Update policy_common.cpp * Update _policy.py * Update policy_common.cpp * Rename finiteness_checker.cpp to finiteness_checker.cpp * Create finiteness_checker.py * Update validation.py * Update __init__.py * attempt at fixing circular imports again * fix isort * remove __init__ changes * last move * Update policy_common.cpp * Update policy_common.cpp * Update policy_common.cpp * Update policy_common.cpp * Update validation.py * add testing * isort * attempt to fix module error * add fptype * fix typo * Update validation.py * remove sua_ifcae from to_table * isort and black * Update test_memory_usage.py * format * Update _data_conversion.py * Update _data_conversion.py * Update test_validation.py * remove unnecessary code * make reviewer changes * make dtype check change * add sparse testing * try again * try again * try again * temporary commit * first attempt * missing change? * modify DummyEstimator for testing * generalize DummyEstimator * switch test * further testing changes * add initial validate_data test, will be refactored * fixes for CI * Update validation.py * Update validation.py * Update test_memory_usage.py * Update base.py * Update base.py * improve tests * fix logic * fix logic * fix logic again * rename file * Revert "rename file" This reverts commit 8d47744. * remove duplication * fix imports * Rename test_finite.py to test_validation.py * Revert "Rename test_finite.py to test_validation.py" This reverts commit ee799f6. * updates * Update validation.py * fixes for some test failures * fix text * fixes for some failures * make consistent * fix bad logic * fix in string * attempt tp see if dataframe conversion is causing the issue * fix iter problem * fix testing issues * formatting * revert change * fixes for pandas * there is a slowdown with pandas that needs to be solved * swap to transpose for speed * more clarity * add _check_sample_weight * add more testing' * rename * remove unnecessary imports * fix test slowness * focus get_dataframes_and_queues * put config_context around * Update test_validation.py * Update base.py * Update test_validation.py * generalize regex * add fixes for sklearn 1.0 and input_name * fixes for test failures * Update validation.py * Update test_validation.py * Update validation.py * formattintg * make suggested changes * follow changes made in #2126 * fix future device problem * Update validation.py * minor changes based on #2206, suggestions * remove xp as keyword * only_non_negative -> ensure_non_negative * add commentary * formatting * address changes * Update test_validation.py * Update base.py * Update test_validation.py * Update sklearnex/utils/validation.py Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com> --------- Co-authored-by: ethanglaser <42726565+ethanglaser@users.noreply.github.com>
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Description
Introduce the new finite checker into LinearRegression and Ridge.
PR should start as a draft, then move to ready for review state after CI is passed and all applicable checkboxes are closed.
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