@eickenberg introduced a new API / meaning of the components attribute to PCA: https://github.com/scikit-learn/scikit-learn/commit/3f6c61fed71563cb91d9291d851af5fa5a662eb4 The RandomizedPCA code still stores whitened components instead of unit scale components. This should be changed, right? cc @agramfort @ogrisel