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.predict and coef for both the above.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.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)RetroSearch is an open source project built by @garambo | Open a GitHub Issue
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