{"id":22206407,"url":"https://github.com/theogrammer/dsc411-clustering","last_synced_at":"2026-07-15T21:33:20.138Z","repository":{"id":263214823,"uuid":"614540141","full_name":"theogrammer/DSC411-Clustering","owner":"theogrammer","description":null,"archived":false,"fork":false,"pushed_at":"2023-03-20T03:50:14.000Z","size":34,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-11T14:44:15.282Z","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/theogrammer.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":"2023-03-15T19:49:06.000Z","updated_at":"2023-03-19T04:29:27.000Z","dependencies_parsed_at":"2024-11-17T07:09:56.873Z","dependency_job_id":null,"html_url":"https://github.com/theogrammer/DSC411-Clustering","commit_stats":null,"previous_names":["theogrammer/dsc411-clustering"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/theogrammer/DSC411-Clustering","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theogrammer%2FDSC411-Clustering","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theogrammer%2FDSC411-Clustering/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theogrammer%2FDSC411-Clustering/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theogrammer%2FDSC411-Clustering/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/theogrammer","download_url":"https://codeload.github.com/theogrammer/DSC411-Clustering/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theogrammer%2FDSC411-Clustering/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35522129,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-15T02:00:06.706Z","response_time":131,"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":"2024-12-02T18:11:41.537Z","updated_at":"2026-07-15T21:33:20.120Z","avatar_url":"https://github.com/theogrammer.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Bisecting K-means algorithm\n\nImplementation of the Bisecting K-means clustering algorithm in Python with some additional methods for initializing centroids, calculating SSE, and getting labels for data points to clusters. \n\n\nIt accepts a CSV file that has a varied set of features. You may use the Euclidean algorithm as your proximity measure or any other proximity measure of your choice. (You may choose a different distance measure for this assignment) You can use this CSV\n\nThe program outputs a printout of the centroids and the SSE. We also return the original dataset with cluster assignments. Additionally, we created a 3D visualization using the first 3 features of the dataset. \n\n# Visualization\n\n\u003cimg width=\"318\" alt=\"image\" src=\"https://user-images.githubusercontent.com/60460297/226241067-5a4d5371-b98a-4121-aa3c-2c653f9ba0b2.png\"\u003e\n\n## Authors\n\n- [@brent-caldwell-3](https://github.com/brent-caldwell-3)\n\n- [@teddygizachew](https://github.com/teddygizachew)\n\n- [@oliviaryan]()\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheogrammer%2Fdsc411-clustering","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheogrammer%2Fdsc411-clustering","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheogrammer%2Fdsc411-clustering/lists"}