Learn R Programming

⚠️There's a newer version (4.1-9) of this package.Take me there.

glmnet (version 1.1-3)

Lasso and elastic-net regularized generalized linear models

Description

Extremely efficient procedures for fitting the entire lasso or elastic-net regularization path for linear regression, logistic and multinomial regression models. The algorithm uses cyclical coordinate descent in a pathwise fashion, as described in the paper on the maintainer's website.

Copy Link

Version

Install

install.packages('glmnet')

Monthly Downloads

145,124

Version

1.1-3

License

GPL-2

Maintainer

Trevor Hastie

Last Published

June 2nd, 2025

Functions in glmnet (1.1-3)

glmnet-internal

Internal glmnet functions
glmnet

fit an elasticnet model path
plot.glmnet

plot coefficients from a "glmnet" object
glmnet-package

Elastic net model paths for some generalized linear models
predict.glmnet

make predictions from a "glmnet" object.
print.glmnet

print a glmnet object