parsnip

Run `npx skills add tidymodels/parsnip --all -g -y` in your terminal to install all skills in this suite globally.

Parsnip gives you one consistent interface to train many machine learning models in R, so you can switch between engines like ranger, xgboost, or Spark without rewriting your code.

Define the model once, then call set_engine() with a different engine name such as "ranger" or "spark". The rest of your code stays exactly the same.

Yes. The included guides teach AI agents the package's testing, documentation, and deprecation workflows so they can contribute correct R code automatically.

No. Parsnip harmonizes argument names across packages, so one argument like `trees` works the same for random forests, boosting, and bagging.