{"id":13701348,"url":"https://github.com/stared/interactive-machine-learning-list","last_synced_at":"2025-04-05T12:05:59.607Z","repository":{"id":44390584,"uuid":"135578432","full_name":"stared/interactive-machine-learning-list","owner":"stared","description":"A collaborative list of interactive Machine Learning, Deep Learning and Statistics websites","archived":false,"fork":false,"pushed_at":"2022-12-09T15:21:34.000Z","size":4719,"stargazers_count":436,"open_issues_count":2,"forks_count":42,"subscribers_count":29,"default_branch":"master","last_synced_at":"2025-03-29T11:07:38.141Z","etag":null,"topics":["deep-learning","explorable-explanations","javascript","machine-learning","statistics","vue"],"latest_commit_sha":null,"homepage":"https://p.migdal.pl/interactive-machine-learning-list/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/stared.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"github":["stared"]}},"created_at":"2018-05-31T12:06:47.000Z","updated_at":"2025-03-23T01:20:10.000Z","dependencies_parsed_at":"2023-01-25T22:15:37.142Z","dependency_job_id":null,"html_url":"https://github.com/stared/interactive-machine-learning-list","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/stared%2Finteractive-machine-learning-list","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stared%2Finteractive-machine-learning-list/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stared%2Finteractive-machine-learning-list/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stared%2Finteractive-machine-learning-list/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stared","download_url":"https://codeload.github.com/stared/interactive-machine-learning-list/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247332604,"owners_count":20921853,"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":["deep-learning","explorable-explanations","javascript","machine-learning","statistics","vue"],"created_at":"2024-08-02T20:01:31.717Z","updated_at":"2025-04-05T12:05:59.578Z","avatar_url":"https://github.com/stared.png","language":"JavaScript","readme":"# interactive-machine-learning-list\n\nA collaborative list of interactive Machine Learning, Deep Learning and Statistics websites.\nStarted by [Piotr Migdał](https://p.migdal.pl/), but anyone is encouraged to contribute!\nIt is a simple no-build Vue.js website:\n\n* [p.migdal.pl/interactive-machine-learning-list/](https://p.migdal.pl/interactive-machine-learning-list/)\n\nFeel invited to Pull Request other interactive visualizations (check [websites.yaml](https://github.com/stared/interactive-machine-learning-list/blob/master/websites.yaml))! :)\n\n...aaand if you want to create such visualizations by yourself, see [In Browser AI](https://inbrowser.ai/).\n\n## What goes there?\n\nStill I am thinking what is the best criterion.\n\nFor sure things that are front-end (i.e. JavaScript within browser).\nFor things using backend (when you can see solution, but it uses some PyTorch/TF/etc code on a server) I am still debating, but I lean on being more inclusive. In this context:\n\n* make sure it has some didactic value (otherwise ALL services using ML would qualify)\n* add `backend-dependent` in `uses`\n\nStrong preference for open-source solutions (so people can reuse it and learn from code), though it is not a requirement. Though, mention repo and open source license only when it is directly relevant (vs additional materials such as exercises for a book, or Python algorithm).\n\n## Other lists\n\n* [Explorable Explanations](http://explorabl.es/)\n* [Distill](https://distill.pub/)\n* [Explained Visually](http://setosa.io/ev/)\n* [AI Experiments with Google](https://experiments.withgoogle.com/collection/ai)\n\n## Inspirations\n\nRead [Explorable Explanations](http://worrydream.com/ExplorableExplanations/) by Bret Victor.\n\nInspirations for collecting and displaying content:\n\n* [Science-based games - a collaborative list](https://github.com/stared/science-based-games-list) - a list I started (maybe I will turn it int something interactive as well)\n* [Kaggle Past Solutions](http://ndres.me/kaggle-past-solutions/) - a searchable compilation of Kaggle past solutions\n  * source: [EliotAndres/kaggle-past-solutions](https://github.com/EliotAndres/kaggle-past-solutions)\n* [D3 Discovery](https://d3-discovery.net/) - finding D3 plugins with ease\n  * source: [https://github.com/wbkd/d3-discovery](https://github.com/wbkd/d3-discovery)\n\n\n## Design\n\nMain layout and styling developed by [Jakub Fogel](https://github.com/fogelkuba)\n\n## TO DO\n\n(You are invited to constribute)\n\n* Descriptions of sites\n* Write-up in a different way\n* Some sorting (alphabetical?)\n* Share button\n* Code refactoring :)\n","funding_links":["https://github.com/sponsors/stared"],"categories":["JavaScript"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstared%2Finteractive-machine-learning-list","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstared%2Finteractive-machine-learning-list","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstared%2Finteractive-machine-learning-list/lists"}