Jim Tyhurst
Revised: 2021-09-11
Contents
- Max Kuhn and Julia Silge. 2021-09-08. Tidy Modeling with R.
- Julia Silge. Supervised Machine Learning Case Studies in R: A Free, Interactive Course Using Tidy Tools.
- Tom Mock. 2020-10-24. Intro to tidymodels with nflfastR.
- Alison Hill. 2020-08-27. Tidymodels, Virtually.
- Alison Hill. 2020-01-28. Introduction to Machine Learning with the Tidyverse.
- Emil Hvitfeldt and Julia Silge. 2021-07-28. Supervised Machine Learning for Text Analysis in R.
- Emil Hvitfeldt. ISLR tidymodels Labs.
- "This book aims to be a complement to the 2nd version of An Introduction to Statistical Learning book with translations of the labs into using the tidymodels set of packages."
- source code, using the tidyverse style guide.
- I love the idea of this book, because An Introduction to Statistical Learning is such a great book and so widely quoted, but Hvitfeldt reinterprets the problems with {tidymodels}, providing a great way to get familiar with {tidymodels}.
- Julia Silge. 2021-09-01. Fit and predict with tidymodels for #TidyTuesday bird baths in Australia.
- Julia Silge. 2021-08-24. Use tidymodels workflowsets to predict human/computer interactions from Star Trek. Video.
- David Robinson. 2021-07-21. Machine learning in a hurry: what I've learned from the SLICED ML competition.
- Julia Silge. 2020-05-21. Tune XGBoost with tidymodels and #TidyTuesday beach volleyball
- Joseph Rickert. 2020-04-21. The Case for tidymodels.
- Rebecca Barter. 2020-04-14. Tidymodels: tidy machine learning in R.
- Julia Silge. 2020-02-18. Hyperparameter tuning using tidymodels. Video.
- Julia Silge. 2020-02-05. #TidyTuesday and tidymodels.
- Edgar Ruiz. 2019-06-19. A Gentle Introduction to tidymodels.
- tidymodels.org
- tidymodels package on CRAN.
- source code
- Get started with {tidymodels}
- Learn to solve specific problems
https://www.tidymodels.org/packages/
- Core Packages
- Specialized Packages
- Statistical Analysis
- Robust Models
- Tune, compare, and work with models
- Develop custom modeling tools