Scikit-learn is a robust, open-source machine learning library for Python, designed to simplify the implementation of a wide range of machine learning algorithms with minimal coding effort. It provides simple and efficient tools for data mining and data analysis, built atop NumPy, SciPy, and Matplotlib. The library covers a variety of supervised and unsupervised learning algorithms, including regression, classification, clustering, and dimensionality reduction. Its straightforward syntax promotes ease of use for both beginners and experienced developers, allowing for rapid prototyping and deployment of machine learning models. Scikit-learn also includes utilities for model selection, validation, and optimization, such as GridSearchCV for hyperparameter tuning. Its integration within the broader Python data ecosystem makes it an ideal choice for application developers looking to incorporate machine learning functionalities into their projects.
View the most prominent open source scikit-learn projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
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- Your new Mentor for Data Science E-Learning.☆14,991Oct 14, 2025Updated 11 months ago
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- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,649Jul 18, 2026Updated 2 months ago
- Open Machine Learning Course☆10,718Sep 3, 2026Updated 2 weeks ago
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- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,703Feb 16, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,131Updated this week
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- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,200Oct 1, 2020Updated 5 years ago
- Flower: A Friendly Federated AI Framework☆7,139Updated this week
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- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆5,393Jun 15, 2026Updated 3 months ago
- [译] scikit-learn(sklearn) 中文文档☆5,227Aug 27, 2026Updated 3 weeks ago
- The "Python Machine Learning (3rd edition)" book code repository☆5,060Apr 19, 2023Updated 3 years ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,044Sep 22, 2023Updated 2 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,866Aug 10, 2026Updated last month
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,404Feb 19, 2025Updated last year
- A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.☆4,396Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆4,004Mar 19, 2025Updated last year
- Jupyter notebooks from the scikit-learn video series☆3,814Mar 5, 2024Updated 2 years ago
- 🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.☆3,694Jun 28, 2024Updated 2 years ago
- A collection of scientific methods, processes, algorithms, and systems to build stories & models.☆3,687Sep 14, 2026Updated last week
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- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,545Sep 14, 2026Updated last week