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.
You can install modelscript with remotes:
remotes::install_github("RobertMyles/modelscript")
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