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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- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,708Feb 16, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,121Jun 29, 2026Updated 3 weeks ago
- An open source python library for automated feature engineering☆7,665Updated this week
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,197Oct 1, 2020Updated 5 years ago
- Flower: A Friendly Federated AI Framework☆7,044Updated this week
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- The "Python Machine Learning (3rd edition)" book code repository☆5,032Apr 19, 2023Updated 3 years ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,028Sep 22, 2023Updated 2 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,792Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,398Feb 19, 2025Updated last year
- A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.☆4,379Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆3,996Mar 19, 2025Updated last year
- Jupyter notebooks from the scikit-learn video series☆3,799Mar 5, 2024Updated 2 years ago
- 🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.☆3,690Jun 28, 2024Updated 2 years ago
- A collection of scientific methods, processes, algorithms, and systems to build stories & models.☆3,669Nov 7, 2025Updated 8 months ago
- High-Performance Symbolic Regression in Python and Julia☆3,624Updated this week
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