def regression_least_squares_modular (fm_train=traindat,fm_test=testdat,label_train=label_traindat,tau=1e-6): from modshogun import RegressionLabels, RealFeatures from modshogun import GaussianKernel from modshogun import LeastSquaresRegression ls=LeastSquaresRegression(RealFeatures(traindat), RegressionLabels(label_train)) ls.train() out = ls.apply(RealFeatures(fm_test)).get_labels() return out,ls