oneDAL
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feature: adding hp in PCA oneAPI(WIP)
Description
PR contains adding HyperParameters in Pca(oneAPI)
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[x] Move sign_flip in primitives
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[x] Move sign_flip computation on GPU
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[x] Add infrastructure for hyperparameters in all methods
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[x] Make changes in each train method with adding hyperparameters
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[ ] Add tests for hyperparameters
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[ ] Compute and find the best option for Cov method
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[ ] Compute and find the best option for SVD method
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[ ] Compute and find the best option for precomputed method