Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent.

The following operators for linear regression models are available in seagull: lasso, group lasso, sparse-group lasso and Integrative LASSO with Penalty Factors (IPF-lasso). Thus, seagull is a convenient envelope of lasso variants.