Feat/kpcovr fitted regressor#113

Merged

bhelfrecht merged 28 commits intoscikit-learn-contrib:mainfrom

bhelfrecht:feat/kpcovr_fitted_regressor

May 12, 2021

Commits on May 6, 2021

Change inversions to use least squares with singular value cutoff based on tol instead of the regularization
bhelfrecht
committed
Compute Yhat directly from the dual coefficients
bhelfrecht
committed
Move regressor checking to occur immediately
bhelfrecht
committed
Add more details about pre-fitted regressors to PCovR and KPCovR documentation
bhelfrecht
committed
Fix docstring of _check_dual_coefs
bhelfrecht
committed
Use KPCovR tolerance in matrix inversion instead of regularization
bhelfrecht
committed
Add tests for KPCovR to cover the pre-fitted regressors
bhelfrecht
committed
Add PCovR test to check for regressor modifications
bhelfrecht
committed