butcher (version 0.3.5)

axe-glmnet: Axing a glmnet.

Description

glmnet objects are created from the glmnet package, leveraged to fit generalized linear models via penalized maximum likelihood.

Usage

# S3 method for glmnet
axe_call(x, verbose = FALSE, ...)

Value

Axed glmnet object.

Arguments

x

A model object.

verbose

Print information each time an axe method is executed. Notes how much memory is released and what functions are disabled. Default is FALSE.

...

Any additional arguments related to axing.

Examples

if (FALSE) { # rlang::is_installed("glmnet")
library(parsnip)

# Wrap a parsnip glmnet model
wrapped_parsnip_glmnet <- function() {
  some_junk_in_environment <- runif(1e6)
  model <- logistic_reg(penalty = 10, mixture = 0.1) %>%
    set_engine("glmnet") %>%
    fit(as.factor(vs) ~ ., data = mtcars)
  return(model$fit)
}

out <- butcher(wrapped_parsnip_glmnet(), verbose = TRUE)
}