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.
- Version1.1.0
- R version≥ 3.5.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- Last release04/20/2021
Documentation
Team
Jan Klosa
Noah Simon
Show author detailsRolesThesis advisorDörte Wittenburg
Show author detailsRolesThesis advisor
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- Depends1 package
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