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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- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,601May 19, 2026Updated 3 months ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,751Updated this week
- Open standard for machine learning interoperability☆21,389Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆21,684Updated this week
- Your new Mentor for Data Science E-Learning.☆14,974Oct 14, 2025Updated 10 months ago
- Parallel computing with task scheduling☆13,911Aug 24, 2026Updated last week
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,643Jul 18, 2026Updated last month
- Open Machine Learning Course☆10,694Mar 1, 2026Updated 5 months ago
- Fast and Accurate ML in 3 Lines of Code☆10,624Updated this week
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,051Sep 11, 2025Updated 11 months ago
- A unified framework for machine learning with time series☆9,981Updated this week
- Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.☆9,833Jul 23, 2026Updated last month
- My blogs and code for machine learning. http://cnblogs.com/pinard☆8,704Feb 16, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,127Jun 29, 2026Updated 2 months ago
- An open source python library for automated feature engineering☆7,672Jul 27, 2026Updated last month
- 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☆7,093Updated this week
- Fit interpretable models. Explain blackbox machine learning.☆6,931Aug 24, 2026Updated last week
- A scikit-learn compatible neural network library that wraps PyTorch☆6,174Updated this week
- A curated list of project tutorials for project-based learning.☆6,251May 30, 2026Updated 3 months ago
- 🍊 Orange: Interactive data analysis☆5,680Aug 1, 2026Updated 3 weeks ago
- Code Repository for Machine Learning with PyTorch and Scikit-Learn☆5,357Jun 15, 2026Updated 2 months ago
- [译] scikit-learn(sklearn) 中文文档☆5,228Updated this week
- The "Python Machine Learning (3rd edition)" book code repository☆5,049Apr 19, 2023Updated 3 years ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,039Sep 22, 2023Updated 2 years ago
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,841Aug 10, 2026Updated 3 weeks ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,399Feb 19, 2025Updated last year
- A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.☆4,392Updated this week
- A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep …☆4,000Mar 19, 2025Updated last year
- Jupyter notebooks from the scikit-learn video series☆3,810Mar 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.☆3,675Nov 7, 2025Updated 9 months ago
- High-Performance Symbolic Regression in Python and Julia☆3,745Updated this week
- 🛠 All-in-one web-based IDE specialized for machine learning and data science.☆3,544Jul 26, 2024Updated 2 years ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,544Jul 17, 2025Updated last year