Package: glmnetUtils 1.1.9

glmnetUtils: Utilities for 'Glmnet'

Provides a formula interface for the 'glmnet' package for elasticnet regression, a method for cross-validating the alpha parameter, and other quality-of-life tools.

Authors:Microsoft [cph], Hong Ooi [aut, cre]

glmnetUtils_1.1.9.tar.gz
glmnetUtils_1.1.9.zip(r-4.5)glmnetUtils_1.1.9.zip(r-4.4)glmnetUtils_1.1.9.zip(r-4.3)
glmnetUtils_1.1.9.tgz(r-4.4-any)glmnetUtils_1.1.9.tgz(r-4.3-any)
glmnetUtils_1.1.9.tar.gz(r-4.5-noble)glmnetUtils_1.1.9.tar.gz(r-4.4-noble)
glmnetUtils_1.1.9.tgz(r-4.4-emscripten)glmnetUtils_1.1.9.tgz(r-4.3-emscripten)
glmnetUtils.pdf |glmnetUtils.html✨
glmnetUtils/json (API)
NEWS

# Install 'glmnetUtils' in R:

install.packages('glmnetUtils', repos = c('https://hongooi73.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hongooi73/glmnetutils/issues

On CRAN:

cross-validation glmnet lasso regression-models

9.25 score 65 stars 5 packages 361 scripts 3.4k downloads 3 mentions 4 exports 10 dependencies

Last updated 1 years agofrom:bbf9ac5b8d. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 04 2024
R-4.5-win	OK	Nov 04 2024
R-4.5-linux	OK	Nov 04 2024
R-4.4-win	OK	Nov 04 2024
R-4.4-mac	OK	Nov 04 2024
R-4.3-win	OK	Nov 04 2024
R-4.3-mac	OK	Nov 04 2024

Exports:cv.glmnet cva.glmnet glmnet minlossplot

Dependencies:codetools foreach glmnet iterators lattice Matrix Rcpp RcppEigen shape survival

Introduction to glmnetUtils

Rendered fromintro.rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2023-09-10
Started: 2016-10-19

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Formula interface for elastic net cross-validation with cv.glmnet	coef.cv.glmnet.formula coef.cv.relaxed.formula cv.glmnet cv.glmnet.default cv.glmnet.formula predict.cv.glmnet.formula predict.cv.relaxed.formula print.cv.glmnet.formula
Do elastic net cross-validation for alpha and lambda simultaneously	coef.cva.glmnet cva.glmnet cva.glmnet.default cva.glmnet.formula minlossplot minlossplot.cva.glmnet plot.cva.glmnet predict.cva.glmnet predict.cva.glmnet.formula print.cva.glmnet.formula
Formula interface for elastic net modelling with glmnet	coef.glmnet.formula coef.relaxed.formula glmnet glmnet.default glmnet.formula predict.glmnet.formula predict.relaxed.formula print.glmnet.formula print.relaxed.formula
Model matrix options for glmnet	glmnet.model.frame glmnet.model.matrix glmnet.modelFrame glmnet.modelMatrix
Utilities for glmnet	glmnetUtils-package glmnetUtils