{"id":16330791,"url":"https://github.com/younes-charfaoui/feature-selection-techniques","last_synced_at":"2025-03-20T22:32:10.573Z","repository":{"id":117510491,"uuid":"206416390","full_name":"Younes-Charfaoui/Feature-Selection-Techniques","owner":"Younes-Charfaoui","description":"Python code source for features selection 👨‍🔬 series on medium website. 📰 ","archived":false,"fork":false,"pushed_at":"2020-02-11T19:59:51.000Z","size":212,"stargazers_count":42,"open_issues_count":0,"forks_count":22,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-17T11:03:01.393Z","etag":null,"topics":["autoencoder","data-science","deep-learning","embedded-methods","feature-engineering","feature-selection","filter-methods","jupyter-notebook","machine-learning","machinelearning-python","pandas","python","series","sklearn","wrapper-methods"],"latest_commit_sha":null,"homepage":"","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/Younes-Charfaoui.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":"2019-09-04T21:21:16.000Z","updated_at":"2024-05-23T04:00:41.000Z","dependencies_parsed_at":null,"dependency_job_id":"346322e8-91aa-4976-ab65-c0d8d6978e6a","html_url":"https://github.com/Younes-Charfaoui/Feature-Selection-Techniques","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Younes-Charfaoui%2FFeature-Selection-Techniques","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Younes-Charfaoui%2FFeature-Selection-Techniques/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Younes-Charfaoui%2FFeature-Selection-Techniques/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Younes-Charfaoui%2FFeature-Selection-Techniques/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Younes-Charfaoui","download_url":"https://codeload.github.com/Younes-Charfaoui/Feature-Selection-Techniques/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244704116,"owners_count":20496244,"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":["autoencoder","data-science","deep-learning","embedded-methods","feature-engineering","feature-selection","filter-methods","jupyter-notebook","machine-learning","machinelearning-python","pandas","python","series","sklearn","wrapper-methods"],"created_at":"2024-10-10T23:24:32.161Z","updated_at":"2025-03-20T22:32:10.568Z","avatar_url":"https://github.com/Younes-Charfaoui.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Hands-on with Feature Selection Techniques  👩‍🔬\n![License MIT](https://img.shields.io/badge/license-MIT-blue.svg)\n\nGet to know the features selection techniques in a hands-on way, Throughout the series, we’ll explore a range of different methods and techniques used to select the best set of features that will help you build a simpler, faster, and more reliable machine learning models.\n\n## Getting Started  ✅ 💯\n\nHere are the set of articles:\n\n- [An Introduction](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-an-introduction-1d8dc6d86c16)\n- [Filter Methods](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-filter-methods-f248e0436ce5)\n- [Wrapper Methods](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-wrapper-methods-5bb6d99b1274)\n- [Embedded Methods](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-embedded-methods-84747e814dab)\n- [Hybrid Methods](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-hybrid-methods-b93b1b06d3a5)\n- [More Advanced Methods](https://heartbeat.fritz.ai/hands-on-with-feature-selection-techniques-more-advanced-methods-234f2e501be7)\n\n \n### Prerequisites 📝 \n\nYou should have the following librariesand softwares installed on your PC alongside with Python:\n\n- Pandas\n- Numpy\n- Sklearn\n- Matplotlib\n- Jupyter notebook\n\n### Contributing 💡\nIf you want to contribute to this project and make it better with new ideas, your pull request is very welcomed.\nIf you find any issue just make an issue  in the repository issue section, thanks a lot.\n\n### Contact me Via 🙏\n* [Twitter](https://www.twitter.com/CharfaouiYounes) \n* [LinkedIn](https://www.linkedin.com/in/younes-charfaoui/)\n* [Facebook](https://www.facebook.com/mxcsyounes)\n\n## License 📝\n\nThis project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyounes-charfaoui%2Ffeature-selection-techniques","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyounes-charfaoui%2Ffeature-selection-techniques","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyounes-charfaoui%2Ffeature-selection-techniques/lists"}