MyGit

hongooi73/glmnetUtils

Fork: 18 Star: 65 (更新于 2024-11-16 02:56:36)

license: 暂无

Language: R .

Utilities for glmnet

GitHub网址

glmnetUtils

R-CMD-check

Some quality-of-life functions to streamline the process of fitting elastic net models with glmnet, specifically:

  • glmnet.formula provides a formula/data frame interface to glmnet.
  • cv.glmnet.formula does a similar thing for cv.glmnet.
  • Methods for predict and coef for both the above.
  • A function cva.glmnet to choose both the alpha and lambda parameters via cross-validation, following the approach described in the help page for cv.glmnet. Optionally does the cross-validation in parallel.
  • Methods for plot, predict and coef for the above.

You can install the development version from Github using devtools::install_github.

install.packages("devtools")
library(devtools)
install_github("hongooi73/glmnetUtils")
library(glmnetUtils)

最近版本更新:(数据更新于 2024-10-14 09:51:17)

主题(topics):

cross-validation, glmnet, lasso, r, regression-models

hongooi73/glmnetUtils同语言 R最近更新仓库

2024-09-16 18:09:18 thomasp85/patchwork

2024-03-10 23:55:19 cxli233/FriendsDontLetFriends

2024-01-23 09:29:59 wilkelab/cowplot

2022-10-25 19:45:23 Dralliag/opera

2021-11-02 22:21:46 biobakery/Maaslin2

2020-06-03 15:47:30 roblanf/minion_qc