R/modelscript.R

In RobertMyles/modelscript:

#' Create a Modelling Template in a new .R file in RStudio
#' @importFrom rstudioapi documentNew
#' @export
modelscript <- function() {
  documentNew(
  text = "###########################################################################
# Prep --------------------------------------------------------------------
###########################################################################

# libraries ---------------------------------------------------------------




# data --------------------------------------------------------------------




# EDA ---------------------------------------------------------------------




# tidy --------------------------------------------------------------------




# visualize ---------------------------------------------------------------




###########################################################################
# Build Model -------------------------------------------------------------
###########################################################################

set.seed(1234)
# 1: Initial Split --------------------------------------------------------




# 2: Preprocessing --------------------------------------------------------




# 3: Model Specification --------------------------------------------------




# 4: Hyperparameter Tuning Specification ----------------------------------




# 5: Bundle into Workflow -------------------------------------------------




# 6: Cross Validation -----------------------------------------------------




# 7: Tune -----------------------------------------------------------------




# 8: Explore Tuning Results -----------------------------------------------




# 9: Finalize Workflow ----------------------------------------------------




# 10: Final Fit -----------------------------------------------------------




# 11: Evaluate ------------------------------------------------------------




",
  type = "r"
  )
}