What are the best open source projects from which to study Python code?

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🔧 General Python Projects

  1. The Algorithms – Python

    • Contains clean implementations of many algorithms and data structures.

    • Great for understanding core programming and algorithmic logic.

  2. Awesome-Python

    • Not a project itself, but a curated list of high-quality Python libraries and frameworks.

🧰 Web Development

  1. Django

    • One of the most popular web frameworks.

    • Complex codebase, but excellent for learning scalable web development.

  2. Flask

    • Lightweight web framework with very readable source code.

    • Ideal for beginners who want to see how a framework works under the hood.

  3. FastAPI

    • Modern, fast web framework for building APIs with Python 3.7+.

    • Excellent example of async programming and type hints.

🤖 Machine Learning / Data Science

  1. scikit-learn

    • Standard library for machine learning in Python.

    • Great for studying how algorithms are implemented and optimized.

  2. Pandas

    • Powerful data manipulation tool.

    • Complex, but insightful for learning performance optimization.

  3. spaCy

    • Industrial-strength NLP library.

    • Offers well-structured code and real-world machine learning use.

🐍 Automation and Utilities

  1. AutoPy

    • Cross-platform GUI automation tool.

    • Useful for learning how to interact with system-level operations.

  2. You-Get / youtube-dl

  • Tools to download media from the web.

  • Learn about HTTP requests, command-line tools, and error handling.

🧪 Testing and Development Tools

  1. pytest

  • Popular Python testing framework.

  • Learn about plugin architecture, decorators, and testing practices.

🧠 Educational & Practice-Based

  1. Project-Based Learning

  • A list of curated Python project tutorials.

  • Great for practice and exploration.

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