{"id":15664636,"url":"https://github.com/tomzx/machine-learning-concept-map","last_synced_at":"2026-01-11T02:51:25.607Z","repository":{"id":136859806,"uuid":"63210228","full_name":"tomzx/machine-learning-concept-map","owner":"tomzx","description":"The Machine Learning Concept Map is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years.","archived":false,"fork":false,"pushed_at":"2019-11-28T03:25:34.000Z","size":104,"stargazers_count":20,"open_issues_count":0,"forks_count":4,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-05T06:34:48.502Z","etag":null,"topics":["concept-map","machine-learning"],"latest_commit_sha":null,"homepage":"https://tomzx.github.io/machine-learning-concept-map/","language":null,"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/tomzx.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,"publiccode":null,"codemeta":null}},"created_at":"2016-07-13T03:10:58.000Z","updated_at":"2025-02-02T13:54:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"2073c521-f153-4778-85ab-cc0a950db5f5","html_url":"https://github.com/tomzx/machine-learning-concept-map","commit_stats":{"total_commits":10,"total_committers":1,"mean_commits":10.0,"dds":0.0,"last_synced_commit":"312437e8481b451452d85c663e54b4266eb37116"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomzx%2Fmachine-learning-concept-map","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomzx%2Fmachine-learning-concept-map/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomzx%2Fmachine-learning-concept-map/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tomzx%2Fmachine-learning-concept-map/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tomzx","download_url":"https://codeload.github.com/tomzx/machine-learning-concept-map/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246273552,"owners_count":20750906,"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":["concept-map","machine-learning"],"created_at":"2024-10-03T13:43:37.468Z","updated_at":"2026-01-11T02:51:25.556Z","avatar_url":"https://github.com/tomzx.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning Concept Map\n\nThe **Machine Learning Concept Map** is my attempt at reconstructing all the internal knowledge I've acquired about machine learning over the years.\n\nThe concept map can have multiple purposes:\n* Serve as a refresher\n* Find related topics of interest\n* Guide newcomers in the domain by exploring topics by their relatedness\n* Get an idea of the size of the domain\n\nIn order to keep the concept map simple, the **Machine Learning Concept Map** depends on the [**Mathematics Concept Map**](https://github.com/tomzx/mathematics-concept-map).\n\n## Contributing\n\nTo view and explore this concept map, you will need a [GraphML](https://en.wikipedia.org/wiki/GraphML) compatible application. In order to edit this graph, I've personally been using [yEd](https://www.yworks.com/products/yed).\n\nIf you find any typographical mistake, improper links, or want to add more content to the concept map, feel free to submit a pull request!\n\n## License\n\nThe code is licensed under the [MIT license](http://choosealicense.com/licenses/mit/). See [LICENSE](LICENSE).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomzx%2Fmachine-learning-concept-map","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftomzx%2Fmachine-learning-concept-map","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftomzx%2Fmachine-learning-concept-map/lists"}