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Code and content for "Tidy Modeling with R"

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This repository contains the source for Tidy Modeling with R. The purpose of this book is to demonstrate how the tidyverse and tidymodels can be used to produce high quality models.

Reproducing the book or results

First, you'll need to install the required packages. To do this, first install the


Then use this to install what you need to create the book:


Although we rigorously try to use the current CRAN versions of all packages, the code above may install some development versions.

The content is created using the

package. To compile the book, use:
bookdown::render_book("index.Rmd", "bookdown::gitbook")

This will create the HTML files in a directory called

. Although we eventually plan to publish a paper version of this work, we do not currently support building to a PDF version.


This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

Tidy Modeling with R is currently a work in progress. As we create it, the code here is updated. This openness also allows users to contribute if they wish. Most often, this comes in the form of correcting typos, grammar, and other aspects of our work that could use improvement. Instructions for making contributions can be found in the

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