tidymodels

tidymodels is a collection of R packages for building and evaluating machine learning models, designed to follow tidyverse conventions and work well with the pipe operator. It splits modeling into distinct, composable steps: preprocessing, specifying a model, fitting it, and evaluating results, each handled by a different package within the collection. It has become the standard modern framework for machine learning in R.