def dict2mean(X, dict): plsca = PLSRegression(n_components=np.shape(dict['coefs'])[0]) plsca.x_mean_ = dict['x_mean'] plsca.y_mean_ = dict['y_mean'] plsca.coefs = dict['coefs'] return plsca.predict(X)