Awesome Python

     

A curated list of awesome frameworks, libraries, tools, and resources for Python programming.

Contents

• Libraries
  • Core Libraries
  • Web Frameworks
  • Data Science
  • Machine Learning
  • Testing
  • Database
  • JSON and Data Parsing
  • Networking
• Tools
• Build Tools
• IDEs and Editors
• Learning Resources
• Books
• Community

Libraries

Core Libraries

• requests - A simple and elegant HTTP library for Python.
• BeautifulSoup - A library for parsing HTML and XML documents.
• PyYAML - A YAML parser and emitter for Python.
• NumPy - The fundamental package for numerical computation in Python.

Web Frameworks

• Django - A high-level Python web framework that encourages rapid development.
• Flask - A lightweight WSGI web application framework.
• FastAPI - A modern, fast (high-performance) web framework for building APIs with Python 3.7+.
• Tornado - A scalable, non-blocking web server and web application framework.

Data Science

• Pandas - A powerful data analysis and manipulation library.
• Matplotlib - A comprehensive library for creating static, animated, and interactive visualizations in Python.
• Seaborn - A Python visualization library based on Matplotlib that provides a high-level interface.
• SciPy - A library used for scientific and technical computing.

Machine Learning

• scikit-learn - A library for machine learning, providing simple and efficient tools for data mining and data analysis.
• TensorFlow - An open-source platform for machine learning.
• PyTorch - An open-source machine learning framework that accelerates the path from research prototyping to production.
• Keras - A user-friendly neural network library written in Python.

Testing

• pytest - A framework that makes building simple and scalable test cases easy.
• unittest - A built-in Python module for testing.
• Hypothesis - A library for property-based testing.

Database

• SQLAlchemy - A SQL toolkit and Object-Relational Mapping (ORM) library.
• Django ORM - The ORM used by the Django web framework.
• Peewee - A small, expressive ORM for Python.
• Redis-Py - The Python client for Redis.

JSON and Data Parsing

• json - The built-in library for JSON encoding and decoding.
• ujson - Ultra JSON, a fast JSON encoder and decoder for Python.
• xmltodict - A Python library that makes working with XML as easy as JSON.

Networking

• socket - A built-in module for low-level networking.
• paramiko - A Python implementation of SSH for connecting to remote servers.
• Twisted - An event-driven networking engine in Python.

Tools

• Jupyter Notebook - An open-source tool for interactive computing and sharing code.
• Pipenv - Python's officially recommended packaging tool.
• Poetry - A tool for dependency management and packaging in Python.
• Black - An uncompromising code formatter for Python.

Build Tools

• Setuptools - A build system for creating Python packages.
• Wheel - The official binary distribution format for Python.
• tox - A tool for automating testing across multiple Python environments.

IDEs and Editors

• PyCharm - A powerful IDE for Python by JetBrains.
• VS Code - A free, open-source editor with Python support via extensions.
• Spyder - An IDE designed for data science and machine learning.

Learning Resources

• Official Python Documentation - The official docs for the Python programming language.
• Real Python - Tutorials, articles, and guides for Python developers.
• Python Crash Course - A beginner-friendly Python book.

Books

• Automate the Boring Stuff with Python by Al Sweigart - A book on practical Python projects.
• Python Cookbook by David Beazley and Brian K. Jones - A book filled with Python recipes and tips.
• Fluent Python by Luciano Ramalho - A deep dive into Python's most powerful features.

Community

• Python Discord - A large, active Python community on Discord.
• Reddit: r/Python - A subreddit for Python programming news and discussions.
• Stack Overflow - A Q&A site for Python developers.

Contribute

Contributions are welcome!

License