adelie: A Fast and Flexible Group Elastic Net Solver
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 |
Documentation:
Downloads:
Linking:
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