{"id":13707896,"url":"https://github.com/jbkunst/shiny-apps-educational","last_synced_at":"2025-04-06T08:15:05.419Z","repository":{"id":17340907,"uuid":"20112230","full_name":"jbkunst/shiny-apps-educational","owner":"jbkunst","description":"Shiny apps for educational purposes.","archived":false,"fork":false,"pushed_at":"2024-12-25T16:29:14.000Z","size":119691,"stargazers_count":56,"open_issues_count":3,"forks_count":50,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-30T07:10:05.374Z","etag":null,"topics":["educational","educational-materials","educational-project","r","shiny"],"latest_commit_sha":null,"homepage":"https://jkunst.com/shiny-apps-educational","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jbkunst.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"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":"2014-05-23T19:53:37.000Z","updated_at":"2024-12-25T16:29:17.000Z","dependencies_parsed_at":"2024-01-17T08:44:49.600Z","dependency_job_id":"9ef6f1da-39b6-49f1-b3fc-7692124291e7","html_url":"https://github.com/jbkunst/shiny-apps-educational","commit_stats":null,"previous_names":["jbkunst/shiny-apps-educational"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbkunst%2Fshiny-apps-educational","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbkunst%2Fshiny-apps-educational/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbkunst%2Fshiny-apps-educational/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jbkunst%2Fshiny-apps-educational/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jbkunst","download_url":"https://codeload.github.com/jbkunst/shiny-apps-educational/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247451667,"owners_count":20940944,"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":["educational","educational-materials","educational-project","r","shiny"],"created_at":"2024-08-02T22:01:47.376Z","updated_at":"2025-04-06T08:15:05.388Z","avatar_url":"https://github.com/jbkunst.png","language":"HTML","funding_links":[],"categories":["HTML"],"sub_categories":[],"readme":"Shiny apps for educational purposes\n================\n\n- [FOA: ♫ Tell me *Y* ♪](#foa--tell-me-y-)\n- [Using apps locally](#using-apps-locally)\n- [Shiny apps](#shiny-apps)\n  - [ARMA Process](#arma-process)\n  - [Bias Variance](#bias-variance)\n  - [Decision Tree](#decision-tree)\n  - [Kmeans](#kmeans)\n  - [Kmeans Images](#kmeans-images)\n  - [Logistic Regression](#logistic-regression)\n  - [Lorenz Attractor](#lorenz-attractor)\n  - [Matrix Decompositions](#matrix-decompositions)\n\n## FOA: ♫ Tell me *Y* ♪\n\nThe ideas/purposes behind every shiny app in this repository are:\n\n- Being a complement for a ML, Statistics, Probability, R class. The\n  application mainly shows and exemplifies a *result* that needs to be\n  explained. By themselves, the apps are just an app.\n- Point out other resources and links that are more formal and/or\n  useful.\n- TBD.\n\n![](screenshots.gif)\n\n## Using apps locally\n\nThere is a script `run_app.R` which contanins a helper function to\ndownload the repo in a temporal folder and then you can run the apps\n\nTo load that function:\n\n``` r\nsource(\"https://raw.githubusercontent.com/jbkunst/shiny-apps-edu/master/run_app.R\")\n```\n\nThen you can use it giving the folder name, for example:\n\n``` r\nrun_app(\"kmeans\")\n```\n\n## Shiny apps\n\n### ARMA Process\n\n![](arma-process/screenshot.png) Source code [here](/arma-process). See\nthe live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/arma-process). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Bias Variance\n\n![](bias-variance/screenshot.png) Source code [here](/bias-variance).\nSee the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/bias-variance). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Decision Tree\n\n![](decision-tree/screenshot.png) Source code [here](/decision-tree).\nSee the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/decision-tree). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Kmeans\n\n![](kmeans/screenshot.png) Source code [here](/kmeans). See the live\nversion in [shinyapps.io](https://jbkunst.shinyapps.io/kmeans). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Kmeans Images\n\n![](kmeans-images/screenshot.png) Source code [here](/kmeans-images).\nSee the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/kmeans-images). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Logistic Regression\n\n![](logistic-regression/screenshot.png) Source code\n[here](/logistic-regression). See the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/logistic-regression). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Lorenz Attractor\n\n![](lorenz-attractor/screenshot.png) Source code\n[here](/lorenz-attractor). See the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/lorenz-attractor). Go to\n[index](#shiny-apps-for-educational-purposes).\n\n### Matrix Decompositions\n\n![](matrix-decompositions/screenshot.png) Source code\n[here](/matrix-decompositions). See the live version in\n[shinyapps.io](https://jbkunst.shinyapps.io/matrix-decompositions). Go\nto [index](#shiny-apps-for-educational-purposes).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbkunst%2Fshiny-apps-educational","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjbkunst%2Fshiny-apps-educational","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjbkunst%2Fshiny-apps-educational/lists"}