{"id":20303203,"url":"https://github.com/bredalis/scikitlearn","last_synced_at":"2026-05-30T21:31:31.199Z","repository":{"id":248435891,"uuid":"806749752","full_name":"Bredalis/ScikitLearn","owner":"Bredalis","description":"🤖 Library to create ML models 🤖","archived":false,"fork":false,"pushed_at":"2024-11-19T02:45:31.000Z","size":74,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-04T06:44:51.819Z","etag":null,"topics":["data","ia","learning-python","librery","ml","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Bredalis.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":"2024-05-27T20:27:35.000Z","updated_at":"2024-11-19T02:45:35.000Z","dependencies_parsed_at":"2024-11-15T00:46:15.901Z","dependency_job_id":"4ef1ad7d-d361-4492-b9ed-a6a273f96933","html_url":"https://github.com/Bredalis/ScikitLearn","commit_stats":null,"previous_names":["bredalis/scikitlearn"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Bredalis/ScikitLearn","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bredalis%2FScikitLearn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bredalis%2FScikitLearn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bredalis%2FScikitLearn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bredalis%2FScikitLearn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bredalis","download_url":"https://codeload.github.com/Bredalis/ScikitLearn/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bredalis%2FScikitLearn/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33711018,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-05-30T02:00:06.278Z","response_time":92,"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":["data","ia","learning-python","librery","ml","python"],"created_at":"2024-11-14T16:36:20.919Z","updated_at":"2026-05-30T21:31:31.191Z","avatar_url":"https://github.com/Bredalis.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003ch1\u003e\u003cb\u003ePython Scikit-Learn 🤖\u003c/b\u003e\u003c/h1\u003e\n\n\u003ca href=\"https://www.python.org\" target=\"_blank\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-52BE80\"\u003e\n\u003c/a\u003e\n\u003ca href=\"https://pypi.org/project/scikit-learn/\" target=\"_blank\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/ScikitLearn-F5B7B1\"\u003e\n\u003c/a\u003e\n\n\u003cbr\u003e\u003cbr\u003e\n\n\u003cimg src=\"https://i.pinimg.com/236x/a8/53/14/a8531424a5fac660e4261f72ca817141.jpg\"\u003e\n\n\u003cp\u003e\n  📊 Scikit-Learn is an open-source Python library that provides simple and efficient \n  tools for data analysis and modeling. 🧠 It is primarily used for machine learning \n  and data mining, offering a wide range of algorithms for classification, regression, \n  clustering, dimensionality reduction, and data preprocessing. Scikit-Learn is known \n  for its ease of use and integration with other scientific Python libraries such as \n  NumPy and SciPy.\n\u003c/p\u003e\n\n---\n\n## Table of Contents 🧾\n\n* Description 📝\n* Included Examples 📦\n* Installation 🛠️\n* Usage 📘\n* Technologies 🧪\n* License 📜\n\n---\n\n## Description 📝\n\nMachine learning is an essential field in modern data science because it enables computers to learn patterns from data and make intelligent decisions without explicit programming.\n\nThis repository contains practical Python examples demonstrating how to use Scikit-Learn for various machine learning tasks, including supervised and unsupervised learning algorithms, model evaluation, and data preprocessing techniques.\n\nThe goal of this project is to help learners understand how to implement machine learning workflows and apply them to real-world datasets.\n\n---\n\n## Included Examples 📦\n\n✔️ Linear and logistic regression  \n✔️ Classification with KNN and SVM  \n✔️ Neural networks (MLP)  \n✔️ Clustering with DBSCAN  \n✔️ Model evaluation and metrics  \n✔️ Data preprocessing and feature scaling  \n✔️ Practical beginner-friendly examples  \n\n---\n\n## Installation 🖥️\n\n1. Clone the repository:\n\n```bash\ngit clone https://github.com/Bredalis/ScikitLearn.git\n```\n\n2. Navigate into the project directory:\n\n```bash\ncd ScikitLearn\n```\n\n---\n\n## Usage ⚙️\n\nTo run a program from the terminal:\n\n1️⃣ Go to the file location:\n\n```bash\ncd path_to_program\n```\n\n2️⃣ Run the Python file:\n\n```bash\npython program_name.py\n```\n\n---\n\n## Technologies 🧪\n\n* Python 🐍\n* Scikit-Learn 🤖\n* NumPy 🔢\n* Pandas 🐼\n* Matplotlib 📊\n* Machine Learning Algorithms\n\n---\n\n## License 📜\n\nThis project is licensed under the 📜 \u003ca href=\"https://www.gnu.org/licenses/gpl-3.0.en.html\" target=\"_blank\"\u003e\nGPLv3 (GNU General Public License V3.0)\u003c/a\u003e\n\n---\n\n## 👩‍💻 Author\n\n\u003cimg src=\"https://avatars.githubusercontent.com/u/111624948?s=400\u0026u=cd081f79392220d8cd2a22f2a8d5d3b18814350a\u0026v=4\" width=\"50\" height=\"50\"\u003e\n\u003cimg src=\"https://readme-typing-svg.demolab.com?font=Roboto+Slab\u0026color=%23FFFFFF\u0026size=35\u0026center=true\u0026vCenter=true\u0026width=450\u0026duration=1500\u0026pause=1000\u0026lines=Hello,+I+am;Bredalis+Gautreaux!\" width=\"auto\" height=\"35\"/\u003e\n\n[![Github](https://img.shields.io/github/followers/Bredalis?label=Follow\u0026style=social)](https://github.com/Bredalis)\n![GitHub Followers](https://img.shields.io/github/stars/bredalis?style=social)\n\n\u003ca href=\"https://www.linkedin.com/in/bredalis-gautreaux/\" target=\"_blank\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/-LinkedIn-blue?style=flat-square\u0026logo=Linkedin\u0026logoColor=white\"\u003e\n\u003c/a\u003e\n\n😊 I am a programmer passionate about technology, artificial intelligence, and continuous learning.\nI love creating projects that help others understand complex concepts in a simple way.\n#python #ai #machinelearning #scikitlearn 🚀\n\n---\n\n## ⭐ Check out my GitHub profile\n\n[![Web](https://img.shields.io/badge/GitHub-Bredalis-14a1f0?style=for-the-badge\u0026logo=github\u0026logoColor=white\u0026labelColor=101010)](https://github.com/bredalis)\n\n---\n\n✨ If you like this project, don't forget to give it a star!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbredalis%2Fscikitlearn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbredalis%2Fscikitlearn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbredalis%2Fscikitlearn/lists"}