README.md

In jeffwong/glmnet: Lasso and elastic-net regularized generalized linear models

glmnet

glmnet on CRAN

Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models, poisson regression and the Cox model. Two recent additions are the multiresponse gaussian, and the grouped multinomial. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described in the paper listed below.

This repository is intended to be a mirror of the source code on CRAN. The source code was last pulled on 2013-09-28

Installation

./configure
R CMD INSTALL ./

Dev Enhancements

I am developing a dev version which builds on top of glmnet. Currently, the dev version allows parallel cross validation and the use of formulas instead of user created model matrices.

The dev version can be installed with

require(devtools)
install_github("glmnet", "jeffwong", "dev")

jeffwong/glmnet documentation built on May 19, 2019, 4:02 a.m.