{"id":19253613,"url":"https://github.com/tidymodels/tmwr","last_synced_at":"2026-01-25T09:33:48.282Z","repository":{"id":37857167,"uuid":"227253627","full_name":"tidymodels/TMwR","owner":"tidymodels","description":"Code and content for \"Tidy Modeling with R\"","archived":false,"fork":false,"pushed_at":"2023-09-06T19:57:40.000Z","size":200183,"stargazers_count":608,"open_issues_count":20,"forks_count":296,"subscribers_count":32,"default_branch":"main","last_synced_at":"2025-02-15T13:44:26.665Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://tmwr.org","language":"RMarkdown","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tidymodels.png","metadata":{"files":{"readme":"README.Rmd","changelog":null,"contributing":"contributing.md","funding":null,"license":"LICENSE.md","code_of_conduct":"code_of_conduct.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2019-12-11T01:57:18.000Z","updated_at":"2025-02-07T01:32:47.000Z","dependencies_parsed_at":"2023-01-29T23:15:49.979Z","dependency_job_id":"ff5be7a7-3823-48dc-9411-0dd9109f7de8","html_url":"https://github.com/tidymodels/TMwR","commit_stats":null,"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2FTMwR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2FTMwR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2FTMwR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2FTMwR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tidymodels","download_url":"https://codeload.github.com/tidymodels/TMwR/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240347981,"owners_count":19787237,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-09T18:32:10.528Z","updated_at":"2026-01-25T09:33:48.228Z","avatar_url":"https://github.com/tidymodels.png","language":"RMarkdown","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TMwR\n\n[![Build Status](https://github.com/tidymodels/TMwR/workflows/bookdown/badge.svg)](https://github.com/tidymodels/TMwR/actions)\n\n```{r, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  out.width = \"100%\"\n)\n```\n\n\nThis 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.\n\n# Reproducing the book or results\n\nFirst, you'll need to install the required packages. To do this, first install the `remotes` package:\n\n``` r\ninstall.packages(\"remotes\")\n```\n\nThen use this to install what you need to create the book: \n\n``` r\nremotes::install_github(\"tidymodels/TMwR\")\n```\n\nAlthough we rigorously try to use the current CRAN versions of all packages, the code above may install some development versions. \n\nThe content is created using the `bookdown` package. To compile the book, use:\n\n```r\nbookdown::render_book(\"index.Rmd\", \"bookdown::gitbook\")\n```\n\nThis 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.\n\n\n# Contributing\n\nPlease 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.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftidymodels%2Ftmwr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftidymodels%2Ftmwr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftidymodels%2Ftmwr/lists"}