Check that scikit-learn implementation of PLS provides exactly the same outcomes

than 3 R-packages: mixOmics, plspm and pls. By the way ensure that PLSRegression
implements *exactly* the PLS2 algo. and  that PLSCanonical implements *exactly*
the Wold algo.