{"id":16275348,"url":"https://github.com/coorsaa/shinymlr","last_synced_at":"2025-03-16T13:31:18.547Z","repository":{"id":77428149,"uuid":"66366347","full_name":"Coorsaa/shinyMlr","owner":"Coorsaa","description":"shiny-mlr: Integration of the mlr package into shiny","archived":false,"fork":false,"pushed_at":"2018-08-19T17:48:59.000Z","size":1370,"stargazers_count":93,"open_issues_count":18,"forks_count":20,"subscribers_count":28,"default_branch":"master","last_synced_at":"2025-02-27T09:44:01.083Z","etag":null,"topics":["data-analysis","data-visualization","machine-learning","mlr","r","r-package","shiny","shiny-apps"],"latest_commit_sha":null,"homepage":"","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/Coorsaa.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2016-08-23T12:50:10.000Z","updated_at":"2024-09-11T17:42:55.000Z","dependencies_parsed_at":null,"dependency_job_id":"7e1228eb-41f2-48a0-aaa7-dab01184b526","html_url":"https://github.com/Coorsaa/shinyMlr","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coorsaa%2FshinyMlr","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coorsaa%2FshinyMlr/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coorsaa%2FshinyMlr/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Coorsaa%2FshinyMlr/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Coorsaa","download_url":"https://codeload.github.com/Coorsaa/shinyMlr/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243817065,"owners_count":20352491,"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":["data-analysis","data-visualization","machine-learning","mlr","r","r-package","shiny","shiny-apps"],"created_at":"2024-10-10T18:33:08.627Z","updated_at":"2025-03-16T13:31:17.973Z","avatar_url":"https://github.com/Coorsaa.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# shinyMlr: Integration of the mlr package into shiny\n\n[![Build Status](https://travis-ci.org/mlr-org/shinyMlr.svg?branch=master)](https://travis-ci.org/mlr-org/shinyMlr)\n[![CRAN Status Badge](http://www.r-pkg.org/badges/version/shinyMlr)](https://CRAN.R-project.org/package=shinyMlr)\n[![CRAN Downloads](http://cranlogs.r-pkg.org/badges/shinyMlr)](https://cran.rstudio.com/web/packages/shinyMlr/index.html)\n\nWith help of this package [**mlr**](https://github.com/mlr-org/mlr#-machine-learning-in-r) can be accessed via a shiny interface. \n\nThis project has started last year and contains now **mlr**'s major functionalities:\n\n- Data import\n- Data exploration and preprocessing\n- Creating regression or classification tasks\n- Making use of any **mlr** learner\n- Tuning of learner hyper parameters\n- Training and predicting a model\n- Benchmark experiments with different learners and measures\n- Many visualisations\n\n## Installation and starting shinyMlr\n\nYou can simply install the package from github:\n\n```r\ndevtools::install_github(\"mlr-org/shinyMlr\")\n```\nStarting shinyMlr:\n\n```r\nrunShinyMlr()\n```\n\n\n## Problems with rJava on OSX Yosemite\n\nIf `rJava` fails to load, [**this link**](https://stackoverflow.com/questions/30738974/rjava-load-error-in-rstudio-r-after-upgrading-to-osx-yosemite) might be helpful!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoorsaa%2Fshinymlr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcoorsaa%2Fshinymlr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoorsaa%2Fshinymlr/lists"}