In RobertMyles/modelscript:

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

modelscript

modelscript is a little RStudio addin that creates a modelling template in a new .R file. I made it as a helper when learning how tidymodels works, so it's geared towards that.

Installation

You can install modelscript with remotes:

remotes::install_github("RobertMyles/modelscript")

Usage

Template

The template contains a prep and a model building section. 'prep' contains subsections for:

• libraries
• data
• EDA
• tidy
• visualize

'Build Model' contains subsections for:

• 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

RobertMyles/modelscript documentation built on June 5, 2020, 12:31 a.m.