The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Efficient implementation of sparse group lasso with optional bound constraints on the coefficients. It supports the use of a sparse design matrix as well as returning coefficient estimates in a sparse matrix. Furthermore, it correctly calculates the degrees of freedom to allow for information criteria rather than cross-validation with very large data. Finally, the interface to compiled code avoids unnecessary copies and allows for the use of long integers.
Version: | 1.1.0 |
Depends: | R (≥ 3.5) |
Imports: | cli, dotCall64, ggplot2, magrittr, Matrix, methods, rlang, RSpectra, tidyr |
Suggests: | dplyr, gglasso, glmnet, knitr, markdown, rmarkdown, splines, testthat (≥ 3.0.0) |
Published: | 2024-06-26 |
DOI: | 10.32614/CRAN.package.sparsegl |
Author: | Daniel J. McDonald [aut, cre], Xiaoxuan Liang [aut], Anibal Solón Heinsfeld [aut], Aaron Cohen [aut], Yi Yang [ctb], Hui Zou [ctb], Jerome Friedman [ctb], Trevor Hastie [ctb], Rob Tibshirani [ctb], Balasubramanian Narasimhan [ctb], Kenneth Tay [ctb], Noah Simon [ctb], Junyang Qian [ctb], James Yang [ctb] |
Maintainer: | Daniel J. McDonald <daniel at stat.ubc.ca> |
BugReports: | https://github.com/dajmcdon/sparsegl/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/dajmcdon/sparsegl/, https://dajmcdon.github.io/sparsegl/, https://github.com/dajmcdon/sparsegl |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | sparsegl results |
Reference manual: | sparsegl.pdf |
Vignettes: |
Getting started with sparsegl |
Package source: | sparsegl_1.1.0.tar.gz |
Windows binaries: | r-devel: sparsegl_1.1.0.zip, r-release: sparsegl_1.1.0.zip, r-oldrel: sparsegl_1.1.0.zip |
macOS binaries: | r-release (arm64): sparsegl_1.1.0.tgz, r-oldrel (arm64): sparsegl_1.1.0.tgz, r-release (x86_64): sparsegl_1.1.0.tgz, r-oldrel (x86_64): sparsegl_1.1.0.tgz |
Old sources: | sparsegl archive |
Reverse depends: | absorber |
Please use the canonical form https://CRAN.R-project.org/package=sparsegl to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.