{"id":13857727,"url":"https://github.com/tidymodels/dials","last_synced_at":"2025-04-14T05:17:18.359Z","repository":{"id":32802196,"uuid":"141954544","full_name":"tidymodels/dials","owner":"tidymodels","description":"Tools for creating tuning parameter values","archived":false,"fork":false,"pushed_at":"2025-04-09T14:44:58.000Z","size":10330,"stargazers_count":114,"open_issues_count":9,"forks_count":29,"subscribers_count":8,"default_branch":"main","last_synced_at":"2025-04-14T05:16:34.794Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://dials.tidymodels.org/","language":"R","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":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-07-23T03:07:49.000Z","updated_at":"2025-04-09T14:39:42.000Z","dependencies_parsed_at":"2024-02-21T14:42:48.351Z","dependency_job_id":"279686e9-6f93-4abf-bd20-f982fedb5763","html_url":"https://github.com/tidymodels/dials","commit_stats":{"total_commits":596,"total_committers":18,"mean_commits":"33.111111111111114","dds":0.598993288590604,"last_synced_commit":"ed4ecef871f186518b15a680a787efe092dc5fb8"},"previous_names":[],"tags_count":18,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2Fdials","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2Fdials/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2Fdials/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tidymodels%2Fdials/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tidymodels","download_url":"https://codeload.github.com/tidymodels/dials/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248824693,"owners_count":21167345,"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":"2024-08-05T03:01:45.285Z","updated_at":"2025-04-14T05:17:18.316Z","avatar_url":"https://github.com/tidymodels.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"---\noutput: github_document\neditor_options: \n  chunk_output_type: console\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r setup, include = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"man/figures/README-\",\n  out.width = \"100%\"\n)\n```\n\n# dials \u003ca href=\"https://dials.tidymodels.org/\"\u003e\u003cimg src=\"man/figures/logo.png\" align=\"right\" height=\"138\" alt=\"a stylized black dial on a beige background\" /\u003e\u003c/a\u003e\n\n\u003c!-- badges: start --\u003e\n[![R-CMD-check](https://github.com/tidymodels/dials/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/tidymodels/dials/actions/workflows/R-CMD-check.yaml)\n[![Codecov test coverage](https://codecov.io/gh/tidymodels/dials/branch/main/graph/badge.svg)](https://app.codecov.io/gh/tidymodels/dials?branch=main)\n[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/dials)](https://CRAN.R-project.org/package=dials)\n[![Downloads](http://cranlogs.r-pkg.org/badges/dials)](https://CRAN.R-project.org/package=dials)\n[![lifecycle](https://img.shields.io/badge/lifecycle-stable-brightgreen.svg)](https://lifecycle.r-lib.org/articles/stages.html)\n[![R-CMD-check-hard](https://github.com/tidymodels/dials/actions/workflows/R-CMD-check-hard.yaml/badge.svg)](https://github.com/tidymodels/dials/actions/workflows/R-CMD-check-hard.yaml)\n\u003c!-- badges: end --\u003e\n\n## Overview\n\nThis package contains _infrastructure_ to create and manage values of tuning parameters for the tidymodels packages. If you are looking for _how to_ tune parameters in tidymodels, please look at the [tune](https://tune.tidymodels.org/) package and [tidymodels.org](https://www.tidymodels.org/). \n\nThe name reflects the idea that tuning predictive models can be like turning a set of dials on a complex machine under duress. \n\n\u003cimg src=\"http://tos.trekcore.com/hd/albums/1x04hd/thenakedtimehd1013.jpg\" width=\"576\" alt=\"two Star Trek characters in front of a machine with many dials, lights, and buttons\"\u003e\n\n## Installation\n\nYou can install the released version of dials from [CRAN](https://CRAN.R-project.org) with:\n\n```{r}\n#| eval: false\ninstall.packages(\"dials\")\n```\n\nYou can install the development version from Github with:\n\n```{r}\n#| eval: false\n# install.packages(\"pak\")\npak::pak(\"tidymodels/dials\")\n```\n\n## Contributing\n\nPlease note that the dials project is released with a [Contributor Code of Conduct](https://dials.tidymodels.org/CODE_OF_CONDUCT.html). By contributing to this project, you agree to abide by its terms.\n\n- For questions and discussions about tidymodels packages, modeling, and machine learning, please [post on Posit Community](https://forum.posit.co/new-topic?category_id=15\u0026tags=tidymodels,question).\n\n- If you think you have encountered a bug, please [submit an issue](https://github.com/tidymodels/dials/issues).\n\n- Either way, learn how to create and share a [reprex](https://reprex.tidyverse.org/articles/articles/learn-reprex.html) (a minimal, reproducible example), to clearly communicate about your code.\n\n- Check out further details on [contributing guidelines for tidymodels packages](https://www.tidymodels.org/contribute/) and [how to get help](https://www.tidymodels.org/help/).\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftidymodels%2Fdials","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftidymodels%2Fdials","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftidymodels%2Fdials/lists"}