This package wrapps up glmnet R package for fitting the lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models, Poisson regression, Cox model, multiple-response Gaussian, and the grouped multinomial. Models are saved in pmml an dserialized forms.