feature: adding hp in PCA oneAPI(WIP)

[Alexandr-Solovev]

Description

PR contains adding HyperParameters in Pca(oneAPI)

• [x] Move sign_flip in primitives

• [x] Move sign_flip computation on GPU

• [x] Add infrastructure for hyperparameters in all methods

• [x] Make changes in each train method with adding hyperparameters

• [ ] Add tests for hyperparameters

• [ ] Compute and find the best option for Cov method

• [ ] Compute and find the best option for SVD method

• [ ] Compute and find the best option for precomputed method

[KulikovNikita]

Description

Please include a summary of the change. For large or complex changes please include enough information to introduce your change and explain motivation for it.

Changes proposed in this pull request:

Please make a list of tasks for this PR. otherwise lgtm

[Alexandr-Solovev]

/intelci: run

[ethanglaser]

What's the status for this PR?