Best and Free Python Libraries and Frameworks across various domains

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    Hamdan
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    ๐Ÿ Top Python Libraries and Frameworks across various domains ๐Ÿ“š

    ๐Ÿ”น ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด:
    1. NumPy: Powerful numerical computations and array operations.
    2. PyTorch: Deep learning framework for research and production.
    3. TensorFlow: Widely used for machine learning and neural networks.
    4. Theano: Efficient computation of mathematical expressions.
    5. Pandas: Data manipulation and analysis in Python.
    6. Keras: High-level neural networks API.
    7. Scikit-Learn: Simple and efficient machine learning tools.
    8. Matplotlib: Comprehensive plotting library for visualizations.
    9. SciPy: Scientific and technical computing.
    10. Polars: High-performance data manipulation and analysis.

    ๐Ÿ”น ๐—ช๐—ฒ๐—ฏ ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜:
    1. Django: Full-featured web framework for building web applications.
    2. Web2Py: Easy-to-use web framework for rapid development.
    3. TurboGears: A modular and flexible web development framework.
    4. CubicWeb: Semantic web application framework.
    5. Dash: Analytical web applications made simple.
    6. Falcon: High-performance web API framework.
    7. Flask: Lightweight and versatile web framework.
    8. Bottle: Fast, simple, and lightweight WSGI micro web-framework.
    9. CherryPy: Object-oriented web framework.
    10. Pyramid: Flexible and modular web framework.
    11. FastAPI: Modern, fast (high-performance), web framework for building APIs.

    ๐Ÿ”น ๐—”๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ง๐—ฒ๐˜€๐˜๐—ถ๐—ป๐—ด:
    1. PyUnit: Unit testing framework.
    2. Behave: Behavior-driven development (BDD) framework.
    3. Robot: Highly extensible test automation framework.
    4. Splinter: Open-source tool for testing web applications.
    5. Pytest: Simple and scalable testing framework.

    ๐Ÿ”น ๐—œ๐—บ๐—ฎ๐—ด๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด:
    1. Scikit-Image: Image processing library based on SciPy.
    2. OpenCV: Computer vision and machine learning library.
    3. Mahotas: Computer vision algorithms library.
    4. Pgmagick: Python binding for GraphicsMagick.
    5. SimpleITK: Simplified layer built on top of the Insight Segmentation and Registration Toolkit.

    ๐Ÿ”น ๐—š๐—ฎ๐—บ๐—ฒ ๐——๐—ฒ๐˜ƒ๐—ฒ๐—น๐—ผ๐—ฝ๐—บ๐—ฒ๐—ป๐˜:
    1. Panda3D: 3D game engine and framework.
    2. PyGame: Set of Python modules for game development.
    3. PyOpenGL: Python bindings to OpenGL.
    4. PyGlet: Cross-platform windowing and multimedia library.
    5. Arcade: Easy-to-learn game development library.

    ๐Ÿ”น ๐—ช๐—ฒ๐—ฏ ๐—ฆ๐—ฐ๐—ฟ๐—ฎ๐—ฝ๐—ฝ๐—ถ๐—ป๐—ด:
    1. lxml: Fast and flexible library for parsing XML and HTML.
    2. Requests: HTTP library for making requests.
    3. Selenium: Web testing framework for browser automation.
    4. Scrapy: Fast and powerful web crawling framework.
    5. Beautiful Soup: Library for web scraping HTML and XML files

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