https://github.com/modal-inria/hdpenreg

Algorithms for lasso and fused-lasso problems: implementation of the lars algorithm for lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso penalization.
https://github.com/modal-inria/hdpenreg

fused-lasso lasso-regression r

Last synced: about 1 month ago
JSON representation

Algorithms for lasso and fused-lasso problems: implementation of the lars algorithm for lasso and fusion penalization and EM-based algorithms for (logistic) lasso and fused-lasso penalization.

• Host: GitHub
• URL: https://github.com/modal-inria/hdpenreg
• Owner: modal-inria
• Created: 2020-02-19T15:04:24.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2023-10-04T12:22:16.000Z (about 1 year ago)
• Last Synced: 2023-10-25T13:44:59.285Z (about 1 year ago)
• Topics: fused-lasso, lasso-regression, r
• Language: C++
• Homepage:
• Size: 216 KB
• Stars: 2
• Watchers: 2
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# HDPenReg

[![R-CMD-check](https://github.com/modal-inria/HDPenReg/workflows/R-CMD-check/badge.svg)](https://github.com/modal-inria/HDPenReg/actions)

[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/HDPenReg)](https://cran.r-project.org/package=HDPenReg) [![Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/HDPenReg?color=blue)](http://cranlogs.r-pkg.org/badges/grand-total/HDPenReg) [![Downloads](https://cranlogs.r-pkg.org/badges/HDPenReg)](https://cran.rstudio.com/web/packages/HDPenReg/index.html)

The code was originally on an [R-forge repository](https://r-forge.r-project.org/projects/mpalars/).

Algorithms for lasso and fused-lasso problems: implementation of the lars algorithm for lasso and fusion penalization and EM-based algorithms for (logistic) lasso  and fused-lasso penalization.

## Installation

From github:

``` r

library(devtools)

install_github("modal-inria/HDPenReg")

```

From CRAN:

``` r

install.packages("HDPenReg", repos = "https://cran.rstudio.com")

```

## Credits

**HDPenReg** is developed by Quentin Grimonprez and Serge Iovleff.

Copyright Inria - Université de Lille

## Licence

This program is free software: you can redistribute it and/or modify

it under the terms of the GNU Affero General Public License as

published by the Free Software Foundation, either version 3 of the

License, or (at your option) any later version.

This program is distributed in the hope that it will be useful,

but WITHOUT ANY WARRANTY; without even the implied warranty of

MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the

[GNU Affero General Public License](https://www.gnu.org/licenses/agpl-3.0.en.html) for more details.