Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent.
Jan KlosaNoah SimonPål Olof WestermarkVolkmar LiebscherDörte WittenburgPublished in: BMC bioinformatics (2020)
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.
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