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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- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,714Updated this week
- Open standard for machine learning interoperability☆21,286Updated this week
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- Your new Mentor for Data Science E-Learning.☆14,929Oct 14, 2025Updated 9 months ago
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- Open Machine Learning Course☆10,687Mar 1, 2026Updated 5 months ago
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- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 10 months ago
- A unified framework for machine learning with time series☆9,906Updated this week
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.☆9,836Jul 23, 2026Updated 2 weeks ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,708Feb 16, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,128Jun 29, 2026Updated last month
- An open source python library for automated feature engineering☆7,665Jul 27, 2026Updated 2 weeks ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,201Oct 1, 2020Updated 5 years ago
- Flower: A Friendly Federated AI Framework☆7,067Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,910Updated this week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,172Aug 3, 2026Updated last week
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- [译] scikit-learn(sklearn) 中文文档☆5,235Jul 21, 2023Updated 3 years ago
- The "Python Machine Learning (3rd edition)" book code repository☆5,042Apr 19, 2023Updated 3 years ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,031Sep 22, 2023Updated 2 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,822Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,401Feb 19, 2025Updated last year
- A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.☆4,385Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆3,999Mar 19, 2025Updated last year
- Jupyter notebooks from the scikit-learn video series☆3,803Mar 5, 2024Updated 2 years ago
- 🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.☆3,695Jun 28, 2024Updated 2 years ago
- A collection of scientific methods, processes, algorithms, and systems to build stories & models.☆3,673Nov 7, 2025Updated 9 months ago
- High-Performance Symbolic Regression in Python and Julia☆3,681Updated this week
- 🛠 All-in-one web-based IDE specialized for machine learning and data science.☆3,542Jul 26, 2024Updated 2 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,542Jul 17, 2025Updated last year