{"id":22197166,"url":"https://github.com/kopach-artem/cluster-analysis-algorithms","last_synced_at":"2026-04-18T07:36:31.033Z","repository":{"id":234899440,"uuid":"761227819","full_name":"kopach-artem/cluster-analysis-algorithms","owner":"kopach-artem","description":"A collection of clustering algorithms implemented in Python and C++, complete with a GUI for simulation and educational purposes, showcasing data analysis techniques.\"  This description succinctly outlines the purpose and contents of the repository within the constraints provided.","archived":false,"fork":false,"pushed_at":"2024-05-03T12:41:05.000Z","size":1308,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-04T20:07:08.236Z","etag":null,"topics":["4d-radar","c-plus-plus","clustering","dbscan","gmm","gui-application","k-means","python"],"latest_commit_sha":null,"homepage":"","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/kopach-artem.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,"zenodo":null}},"created_at":"2024-02-21T13:33:38.000Z","updated_at":"2024-04-30T12:50:34.000Z","dependencies_parsed_at":"2024-05-03T14:18:36.936Z","dependency_job_id":null,"html_url":"https://github.com/kopach-artem/cluster-analysis-algorithms","commit_stats":null,"previous_names":["kopach-artem/cluster-analysis-algorithms"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kopach-artem/cluster-analysis-algorithms","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kopach-artem%2Fcluster-analysis-algorithms","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kopach-artem%2Fcluster-analysis-algorithms/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kopach-artem%2Fcluster-analysis-algorithms/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kopach-artem%2Fcluster-analysis-algorithms/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kopach-artem","download_url":"https://codeload.github.com/kopach-artem/cluster-analysis-algorithms/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kopach-artem%2Fcluster-analysis-algorithms/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31961347,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T00:39:45.007Z","status":"online","status_checked_at":"2026-04-18T02:00:07.018Z","response_time":103,"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":["4d-radar","c-plus-plus","clustering","dbscan","gmm","gui-application","k-means","python"],"created_at":"2024-12-02T14:18:37.377Z","updated_at":"2026-04-18T07:36:31.002Z","avatar_url":"https://github.com/kopach-artem.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cluster-Analysis-Algorithms\n\n## About porject:\n\nIn this porject the main goal is to study the most popular algorithms of clusterisation.\n\nI provide this list of clusteisation algorithms:\n\n- K-Means (Python representation without \"sklearn\" (my implementation)/ C++ implementation with console output)\n- K-Means++ (Python sklearn)\n- DBSCAN (Python sklearn and C++ implementation)\n- HDBSCAN (Python)\n- GMM Gauss(Python)\n\nFor all of that we have GUI with manual start and simulation competition.\n\n## Data Bank: \nData bank base on diffrent types of files form open-source data banks. Like Illinoin University data bank of 3D model AI porject.\n\n## Developer information:\n\n\n## Future plans:\n\nhttps://www.researchgate.net/publication/220924851_A_Filter_Feature_Selection_Method_for_Clustering\nhttps://github.com/TJRadarLab/TJ4DRadSet/tree/main/Sample/training/label_2\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkopach-artem%2Fcluster-analysis-algorithms","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkopach-artem%2Fcluster-analysis-algorithms","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkopach-artem%2Fcluster-analysis-algorithms/lists"}