Best and Free Python Libraries and Frameworks across various domains

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    • #2704
      Smith Ida

      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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