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Efficient procedures for fitting the regularization path for linear, binomial, multinomial, Ising and Potts models with lasso, group lasso or column lasso(only for multinomial) penalty. The package uses Linearized Bregman Algorithm to solve the regularization path through iterations. Bregman Inverse Scale Space Differential Inclusion solver is also provided for linear model with lasso penalty.
| Version: | 1.7 |
| Depends: | R (≥ 3.0), nnls |
| Suggests: | lars, MASS, igraph |
| Published: | 2022-04-11 |
| DOI: | 10.32614/CRAN.package.Libra |
| Author: | Feng Ruan, Jiechao Xiong and Yuan Yao |
| Maintainer: | Jiechao Xiong <xiongjiechao at pku.edu.cn> |
| License: | GPL-2 |
| URL: | https://arxiv.org/abs/1406.7728 |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU Scientific Library (GSL) |
| CRAN checks: | Libra results |
| Reference manual: | Libra.pdf |
| Package source: | Libra_1.7.tar.gz |
| Windows binaries: | r-devel: Libra_1.7.zip, r-release: Libra_1.7.zip, r-oldrel: Libra_1.7.zip |
| macOS binaries: | r-release (arm64): Libra_1.7.tgz, r-oldrel (arm64): Libra_1.7.tgz, r-release (x86_64): Libra_1.7.tgz, r-oldrel (x86_64): Libra_1.7.tgz |
| Old sources: | Libra archive |
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These binaries (installable software) and packages are in development.
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