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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: 2024-11-09T18:43:06.860Z (about 1 month ago)
- Language: RMarkdown
- Homepage: https://tmwr.org
- Size: 191 MB
- Stars: 605
- Watchers: 31
- Forks: 287
- Open Issues: 20
-
Metadata Files:
- Readme: README.Rmd
- Contributing: contributing.md
- License: LICENSE.md
- Code of conduct: code_of_conduct.md
Awesome Lists containing this project
- jimsghstars - tidymodels/TMwR - Code and content for "Tidy Modeling with R" (RMarkdown)
README
# TMwR
[](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.