{"Package":"mlr3verse","Title":"Easily Install and Load the 'mlr3' Package Family","Version":"0.2.8","Authors@R":"c(person(given = \"Michel\",\nfamily = \"Lang\",\nrole = c(\"cre\", \"aut\"),\nemail = \"michellang@gmail.com\",\ncomment = c(ORCID = \"0000-0001-9754-0393\")),\nperson(given = \"Patrick\",\nfamily = \"Schratz\",\nrole = \"aut\",\nemail = \"patrick.schratz@gmail.com\",\ncomment = c(ORCID = \"0000-0003-0748-6624\")))","Description":"The 'mlr3' package family is a set of packages for\nmachine-learning purposes built in a modular fashion. This wrapper\npackage is aimed to simplify the installation and loading of the core\n'mlr3' packages. Get more information about the 'mlr3' project at\n.","License":"LGPL-3","URL":"https://mlr3verse.mlr-org.com,\nhttps://github.com/mlr-org/mlr3verse","BugReports":"https://github.com/mlr-org/mlr3verse/issues","Depends":"mlr3 (>= 0.12.0), R (>= 3.1.0)","Imports":"bbotk, data.table, mlr3cluster, mlr3data, mlr3filters,\nmlr3fselect (>= 0.8.0), mlr3hyperband, mlr3learners, mlr3mbo,\nmlr3misc (>= 0.11.0), mlr3pipelines (>= 0.4.0), mlr3tuning (>=\n0.17.0), mlr3tuningspaces (>= 0.1.1), mlr3viz, paradox (>=\n0.6.0)","Encoding":"UTF-8","RoxygenNote":"7.2.3","NeedsCompilation":"no","Packaged":"2023-04-26 12:18:00 UTC; michel","Author":"Michel Lang [cre, aut] (),\nPatrick Schratz [aut] ()","Maintainer":"Michel Lang ","Repository":"CRAN","Date/Publication":"2023-04-26 12:40:02 UTC","repoType":"cran","tarballUrl":"ftp://cran.r-project.org/pub/R/src/contrib/mlr3verse_0.2.8.tar.gz","jsonAuthors":[{"name":"Michel Lang","email":"michellang@gmail.com","maintainer":true},{"name":"Patrick Schratz","email":"patrick.schratz@gmail.com","maintainer":false}],"readme":"\n\n\nPackage website: [release](https://mlr3verse.mlr-org.com/) |\n[dev](https://mlr3verse.mlr-org.com/dev/)\n\nMeta-package for installing and using core [mlr3\npackages](https://github.com/mlr-org/mlr3/wiki/Extension-Packages).\n\n# mlr3verse\n\n\n\n[![r-cmd-check](https://github.com/mlr-org/mlr3verse/actions/workflows/r-cmd-check.yml/badge.svg)](https://github.com/mlr-org/mlr3verse/actions/workflows/r-cmd-check.yml)\n[![CRAN\nStatus](https://www.r-pkg.org/badges/version-ago/mlr3verse)](https://cran.r-project.org/package=mlr3verse)\n[![StackOverflow](https://img.shields.io/badge/stackoverflow-mlr3-orange.svg)](https://stackoverflow.com/questions/tagged/mlr3)\n[![Mattermost](https://img.shields.io/badge/chat-mattermost-orange.svg)](https://lmmisld-lmu-stats-slds.srv.mwn.de/mlr_invite/)\n\n\n## Overview\n\nThis package is intended to simplify both installation and loading of\npackages from the mlr3 ecosystem. Instead of depending on the extension\npackages, functions required for data analysis are re-exported,\nproviding a thin view on the most important functionality of the mlr3\necosystem.\n\n## Installation\n\n``` r\n# From CRAN:\ninstall.packages(\"mlr3verse\")\n\n# From Github:\nremotes::install_github(\"mlr-org/mlr3verse\")\n```\n\n## Batteries included\n\nFunctions and objects from The following packages are imported by this\nmeta package:\n\n| Name | Title | URL |\n| :--------------- | :----------------------------------------- | :------------------------------------- |\n| mlr3 | Machine Learning in R - Next Generation | |\n| mlr3cluster | Unsupervised Clustering | |\n| mlr3data | Additional data sets and tasks | |\n| mlr3filters | Filter Based Feature Selection | |\n| mlr3fselect | Wrapper Based Feature Selection | |\n| mlr3learners | Recommended Learners | |\n| mlr3pipelines | Preprocessing Operators and Pipelines | |\n| mlr3tuning | Hyperparameter Tuning | |\n| mlr3tuningspaces | Collection of Hyperparameter Tuning Spaces | |\n| mlr3viz | Visualizations | |\n| paradox | Parameter Spaces | |\n\nBy loading the `mlr3verse` package, you are all set to deal with most\nregression, classification, cluster and survival tasks:\n\n``` r\nlibrary(\"mlr3verse\")\n#> Loading required package: mlr3\n```\n\nIf you want to get more detailed information about the loaded packages,\nyou can call `mlr3verse_info()`:\n\n``` r\nmlr3verse_info()\n```\n\nMore [extension\npackages](https://github.com/mlr-org/mlr3/wiki/Extension-Packages) are\navailable on CRAN/GitHub, and may be included in this meta package in\nthe future.\n\n

","jobInfo":{"package":"mlr3verse","version":"0.2.8","parsingStatus":"success","parserVersion":2,"parsedAt":"2024-06-30T15:30:09+0000"}}

Description

Usage

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Examples