swMATH ID: 43176
Software Authors: Jan Klosa, Noah Simon, Dörte Wittenburg
Description: R package seagull: Lasso, Group Lasso, and Sparse-Group Lasso for Mixed Models. Proximal gradient descent solver for the operators lasso, (fitted) group lasso, and (fitted) sparse-group lasso. The implementation involves backtracking line search and warm starts. Input data needs to be clustered/ grouped for each group lasso variant before calling these algorithms.
Homepage: https://cran.rstudio.com/web/packages/seagull/index.html
Source Code:  https://github.com/cran/seagull
Dependencies: R
Related Software: SGL; HieRFIT; DropLasso; msgl; biglasso; AS 136; R
Cited in: 1 Publication

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