{"id":21135312,"url":"https://github.com/cloneofsimo/algorithms-tsne","last_synced_at":"2025-08-31T16:45:03.482Z","repository":{"id":98903323,"uuid":"313394357","full_name":"cloneofsimo/Algorithms-TSNE","owner":"cloneofsimo","description":"How are algorithms really related? We use data from solved.ac and matrix factorization to find out.","archived":false,"fork":false,"pushed_at":"2020-11-16T19:03:50.000Z","size":209,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-07-10T19:25:55.030Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/cloneofsimo.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":"2020-11-16T18:38:13.000Z","updated_at":"2022-04-25T13:54:28.000Z","dependencies_parsed_at":null,"dependency_job_id":"4f6ed4b6-3adb-4222-937b-47922d270dab","html_url":"https://github.com/cloneofsimo/Algorithms-TSNE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cloneofsimo/Algorithms-TSNE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloneofsimo%2FAlgorithms-TSNE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloneofsimo%2FAlgorithms-TSNE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloneofsimo%2FAlgorithms-TSNE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloneofsimo%2FAlgorithms-TSNE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cloneofsimo","download_url":"https://codeload.github.com/cloneofsimo/Algorithms-TSNE/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cloneofsimo%2FAlgorithms-TSNE/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273010950,"owners_count":25030368,"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","status":"online","status_checked_at":"2025-08-31T02:00:09.071Z","response_time":79,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-20T06:49:06.384Z","updated_at":"2025-08-31T16:45:03.457Z","avatar_url":"https://github.com/cloneofsimo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Algorithms-TSNE\nHow are algorithms really related? We use tag data from solved.ac and matrix factorization to find out.\n\nhttps://www.simoryu.com/algo_plot\n\n\n## Introduction\n\n![img](img.PNG)\n\nFirst we collect datas from [solved.ac](https://solved.ac/problems/tags) to find problems with tags. Here, by tags we mean algorithms. We use these tags as \"items\" and problems as \"users\", and do matrix factoriztion.\nWe could've used other MF algorithms, but here we just use naive methods with Gradient descent, which is, not ideal but fast to implement and not think about it.\nTo embed the plot on my personal blog, I've used bokeh. We also get feature data on how other problems are related with other algorithms, but this was unused.\nTry out this interactive plot here:\n\nhttps://www.simoryu.com/algo_plot\n\nEntire process is in the repo, so check out if you are interested.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloneofsimo%2Falgorithms-tsne","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcloneofsimo%2Falgorithms-tsne","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcloneofsimo%2Falgorithms-tsne/lists"}