There’s a new modeling pipeline in town: tidymodels. Over the past few years, tidymodels has been gradually emerging as the tidyverse’s machine learning toolkit. Why tidymodels? Well, it turns out that R has a consistency problem. Since everything was made by different people and using different principles, everything has a slightly different interface, and trying to keep everything in line can be