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R bindings for the Python package 'adelie'. These bindings offer a general purpose group elastic net solver, a wide range of matrix classes that can exploit special structure to allow large-scale inputs, and an assortment of generalized linear model classes for fitting various types of data. The package is an implementation of Yang, J. and Hastie, T. (2024) <doi:10.48550/arXiv.2405.08631>.
Version: | 1.0.1 |
Imports: | Matrix, r2r, Rcpp, methods |
LinkingTo: | Rcpp, RcppEigen |
Suggests: | ggplot2, reshape2, latex2exp, cowplot, gridExtra, testthat (≥ 3.0.0), knitr, rmarkdown |
Published: | 2024-06-20 |
DOI: | 10.32614/CRAN.package.adelie |
Author: | James Yang [aut, cre, cph], Trevor Hastie [aut, cph, fnd], Balasubramanian Narasimhan [aut] |
Maintainer: | James Yang <jamesyang916 at gmail.com> |
BugReports: | https://github.com/JamesYang007/adelie-r/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/JamesYang007/adelie-r |
NeedsCompilation: | yes |
SystemRequirements: | C++17 |
Materials: | NEWS |
CRAN checks: | adelie results |
Reference manual: | adelie.pdf |
Vignettes: |
adelie |
Package source: | adelie_1.0.1.tar.gz |
Windows binaries: | r-devel: adelie_1.0.1.zip, r-release: adelie_1.0.1.zip, r-oldrel: adelie_1.0.1.zip |
macOS binaries: | r-release (arm64): adelie_1.0.1.tgz, r-oldrel (arm64): adelie_1.0.1.tgz, r-release (x86_64): adelie_1.0.1.tgz, r-oldrel (x86_64): adelie_1.0.1.tgz |
Old sources: | adelie archive |
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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.