{"id":16384226,"url":"https://github.com/peteroid/ml-in-action","last_synced_at":"2025-09-06T14:39:13.478Z","repository":{"id":67614772,"uuid":"64974715","full_name":"peteroid/ml-in-action","owner":"peteroid","description":"A demo repository to implement different machine learning algorithms","archived":false,"fork":false,"pushed_at":"2016-08-06T18:14:47.000Z","size":21520,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-07-07T23:58:15.913Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/peteroid.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":"2016-08-04T23:54:54.000Z","updated_at":"2016-08-05T00:05:55.000Z","dependencies_parsed_at":"2023-03-11T02:04:25.581Z","dependency_job_id":null,"html_url":"https://github.com/peteroid/ml-in-action","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/peteroid/ml-in-action","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peteroid%2Fml-in-action","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peteroid%2Fml-in-action/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peteroid%2Fml-in-action/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peteroid%2Fml-in-action/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/peteroid","download_url":"https://codeload.github.com/peteroid/ml-in-action/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/peteroid%2Fml-in-action/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273918249,"owners_count":25191042,"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":"2025-09-06T02:00:13.247Z","response_time":2576,"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":"2024-10-11T04:10:49.806Z","updated_at":"2025-09-06T14:39:13.275Z","avatar_url":"https://github.com/peteroid.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ml-in-action (Machine Learning in Action)\nA demo repository to implement different machine learning algorithms\n\n# Getting started\n```bash\n# get the project dependencies\npip install -r requirements.txt\n\n# open ipython notebook to access the entries\nipython notebook\n```\n\n# Entries\nSo far, all entries are done in SciKit Learn. Plan to do TensorFlow later.\n\n## Poker hands\n\n### Features\n- Discover the hidden patterns under the rules\n- Achieve the automatic rule generation\n- avoid hand-coded heuristics\n\n### Credits\n1. [https://www.kaggle.com/c/poker-rule-induction](https://www.kaggle.com/c/poker-rule-induction)\n2. [http://archive.ics.uci.edu/ml/datasets/Poker+Hand](http://archive.ics.uci.edu/ml/datasets/Poker+Hand)\n\n# Installation Error\n1. `no lapack/blas resources found` @ scipy\n  - `sudo apt-get install libblas-dev liblapack-dev libatlas-base-dev gfortran`\n\n2. `Not found: freetype, png` @ matplotlib\n  - png: `sudo apt-get install libpng-dev`\n  - freetype: [https://launchpad.net/ubuntu/+source/freetype](https://launchpad.net/ubuntu/+source/freetype)\n  - still not found after install freetype: `sudo apt-get install pkg-config # probably pkg issue`\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpeteroid%2Fml-in-action","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpeteroid%2Fml-in-action","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpeteroid%2Fml-in-action/lists"}