{"id":20304381,"url":"https://github.com/dev-michael-schmidt/ai-k-means","last_synced_at":"2026-04-17T13:04:26.565Z","repository":{"id":106652783,"uuid":"113930486","full_name":"dev-michael-schmidt/ai-k-means","owner":"dev-michael-schmidt","description":"k-means, an unsupervised learing and custering algorithm","archived":false,"fork":false,"pushed_at":"2018-06-10T17:17:56.000Z","size":566,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-14T11:16:23.513Z","etag":null,"topics":["artificial-intelligence","c-plus-plus-11","k-means"],"latest_commit_sha":null,"homepage":null,"language":"C++","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/dev-michael-schmidt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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}},"created_at":"2017-12-12T02:00:23.000Z","updated_at":"2018-05-22T23:58:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"8813ea02-2942-4a31-abce-bbcdd7de1193","html_url":"https://github.com/dev-michael-schmidt/ai-k-means","commit_stats":null,"previous_names":["dev-michael-schmidt/ai-k-means"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dev-michael-schmidt%2Fai-k-means","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dev-michael-schmidt%2Fai-k-means/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dev-michael-schmidt%2Fai-k-means/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dev-michael-schmidt%2Fai-k-means/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dev-michael-schmidt","download_url":"https://codeload.github.com/dev-michael-schmidt/ai-k-means/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241801257,"owners_count":20022390,"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":["artificial-intelligence","c-plus-plus-11","k-means"],"created_at":"2024-11-14T16:44:02.968Z","updated_at":"2026-04-17T13:04:26.508Z","avatar_url":"https://github.com/dev-michael-schmidt.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI-k-means\nk-means, an unsupervised machine learning and clustering algorithm.\n\n#### Usage\n```make```, then ```./cancer``` or ```./iris```\n\n\n#### Means implemented:\n1. Arithmetic\n2. Geometric\n3. Harmonic\n\n#### Distance formulas implemented are\n1. Euclidean\n2. Manhattan (often really bad!)\n\n**Normalization** is also provided and defaulted to 0.5 to 1.5 (see `NORM_MIN` and `NORM_MAX` in `globals.h`) so that geometric mean calculations will produce correct results.  \n\nInstructions are yet to come. Command line arguments are not yet implemented for Distance and Mean selection.  A bash files will be added/modified to allow this functionality in the future.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdev-michael-schmidt%2Fai-k-means","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdev-michael-schmidt%2Fai-k-means","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdev-michael-schmidt%2Fai-k-means/lists"}