https://github.com/tidymodels/tmwr

Code and content for "Tidy Modeling with R"
https://github.com/tidymodels/tmwr

Last synced: about 1 month ago
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Code and content for "Tidy Modeling with R"

• Host: GitHub
• URL: https://github.com/tidymodels/tmwr
• Owner: tidymodels
• License: other
• Created: 2019-12-11T01:57:18.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2023-09-06T19:57:40.000Z (over 1 year ago)
• Last Synced: 2024-10-31T22:03:17.522Z (about 2 months ago)
• Language: RMarkdown
• Homepage: https://tmwr.org
• Size: 191 MB
• Stars: 604
• Watchers: 31
• Forks: 285
• Open Issues: 20
• Metadata Files:
  • Readme: README.Rmd
  • Contributing: contributing.md
  • License: LICENSE.md
  • Code of conduct: code_of_conduct.md

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README

        
# TMwR

[![Build Status](https://github.com/tidymodels/TMwR/workflows/bookdown/badge.svg)](https://github.com/tidymodels/TMwR/actions)

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  out.width = "100%"

)

```

This repository contains the source for [_Tidy Modeling with R_](https://tmwr.org). The purpose of this book is to demonstrate how the [tidyverse](https://www.tidyverse.org/) and [tidymodels](https://www.tidymodels.org/) 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 `remotes` package:

``` r

install.packages("remotes")

```

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

``` r

remotes::install_github("tidymodels/TMwR")

```

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 `bookdown` package. To compile the book, use:

```r

bookdown::render_book("index.Rmd", "bookdown::gitbook")

```

This will create the HTML files in a directory called `_book`. Although we are in the process of publishing a print version of this work with O'Reilly, we do _not_ currently support building to a PDF version.

# Contributing

Please note that this work is written under a [Contributor Code of Conduct](CODE_OF_CONDUCT.md) and the online version is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-nc-sa/4.0/). By participating in this project (for example, by submitting an [issue](https://github.com/tidymodels/TMwR/issues) with suggestions or edits) you agree to abide by its terms. Instructions for making contributions can be found in the [`contributing.md`](contributing.md) file.