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seagull

swMATH ID: 43176
Software Authors: Klosa, Jan; Simon, Noah; Wittenburg, Dörte
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: AS 136; SGL; HieRFIT; DropLasso; msgl; biglasso; R
Cited in: 1 Document

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