Repository
Repository di topepo
A toolkit for working with time series in R
shiny AI app to get help for writing tidymodels code
Max Kuhn topepo.github.io
Parsnip backends for `tree`, `lightGBM` and `Catboost`
Tools for tidy parameter tuning - h2o style
Slides and code for the 2016 useR! tutorial "Never Tell Me the Odds! Machine Learning with Class Imbalances"
Slides and code for the 2018 useR! tutorial "Recipes for Data Processing"
Set up commonly used 📦 components
Variable Importance Plots (VIPs)
Viral Load and CD4 Lymphocytes Regression Models
Large language model evaluation for R
Code and slides for RStudio webinars
Generate bootstrap :hiking_boot: prediction intervals from a tidymodels workflow!
Modeling Workflows
Website and materials for tidymodels workshops
Workshops at posit::conf(2024)
eXtreme RuleFit (sparse linear models on XGBoost ensembles)