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[Core Libraries](#core-libraries)\n  - [Web Frameworks](#web-frameworks)\n  - [Data Science](#data-science)\n  - [Machine Learning](#machine-learning)\n  - [Testing](#testing)\n  - [Database](#database)\n  - [JSON and Data Parsing](#json-and-data-parsing)\n  - [Networking](#networking)\n- [Tools](#tools)\n- [Build Tools](#build-tools)\n- [IDEs and Editors](#ides-and-editors)\n- [Learning Resources](#learning-resources)\n- [Books](#books)\n- [Community](#community)\n\n## Libraries\n\n### Core Libraries\n\n- [requests](https://github.com/psf/requests) - A simple and elegant HTTP library for Python.\n- [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/) - A library for parsing HTML and XML documents.\n- [PyYAML](https://github.com/yaml/pyyaml) - A YAML parser and emitter for Python.\n- [NumPy](https://numpy.org/) - The fundamental package for numerical computation in Python.\n\n### Web Frameworks\n\n- [Django](https://www.djangoproject.com/) - A high-level Python web framework that encourages rapid development.\n- [Flask](https://flask.palletsprojects.com/) - A lightweight WSGI web application framework.\n- [FastAPI](https://fastapi.tiangolo.com/) - A modern, fast (high-performance) web framework for building APIs with Python 3.7+.\n- [Tornado](https://www.tornadoweb.org/) - A scalable, non-blocking web server and web application framework.\n\n### Data Science\n\n- [Pandas](https://pandas.pydata.org/) - A powerful data analysis and manipulation library.\n- [Matplotlib](https://matplotlib.org/) - A comprehensive library for creating static, animated, and interactive visualizations in Python.\n- [Seaborn](https://seaborn.pydata.org/) - A Python visualization library based on Matplotlib that provides a high-level interface.\n- [SciPy](https://www.scipy.org/) - A library used for scientific and technical computing.\n\n### Machine Learning\n\n- [scikit-learn](https://scikit-learn.org/) - A library for machine learning, providing simple and efficient tools for data mining and data analysis.\n- [TensorFlow](https://www.tensorflow.org/) - An open-source platform for machine learning.\n- [PyTorch](https://pytorch.org/) - An open-source machine learning framework that accelerates the path from research prototyping to production.\n- [Keras](https://keras.io/) - A user-friendly neural network library written in Python.\n\n### Testing\n\n- [pytest](https://pytest.org/) - A framework that makes building simple and scalable test cases easy.\n- [unittest](https://docs.python.org/3/library/unittest.html) - A built-in Python module for testing.\n- [Hypothesis](https://hypothesis.readthedocs.io/) - A library for property-based testing.\n\n### Database\n\n- [SQLAlchemy](https://www.sqlalchemy.org/) - A SQL toolkit and Object-Relational Mapping (ORM) library.\n- [Django ORM](https://docs.djangoproject.com/en/stable/topics/db/models/) - The ORM used by the Django web framework.\n- [Peewee](https://docs.peewee-orm.com/) - A small, expressive ORM for Python.\n- [Redis-Py](https://github.com/redis/redis-py) - The Python client for Redis.\n\n### JSON and Data Parsing\n\n- [json](https://docs.python.org/3/library/json.html) - The built-in library for JSON encoding and decoding.\n- [ujson](https://github.com/ultrajson/ultrajson) - Ultra JSON, a fast JSON encoder and decoder for Python.\n- [xmltodict](https://github.com/martinblech/xmltodict) - A Python library that makes working with XML as easy as JSON.\n\n### Networking\n\n- [socket](https://docs.python.org/3/library/socket.html) - A built-in module for low-level networking.\n- [paramiko](https://www.paramiko.org/) - A Python implementation of SSH for connecting to remote servers.\n- [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine in Python.\n\n## Tools\n\n- [Jupyter Notebook](https://jupyter.org/) - An open-source tool for interactive computing and sharing code.\n- [Pipenv](https://pipenv.pypa.io/) - Python's officially recommended packaging tool.\n- [Poetry](https://python-poetry.org/) - A tool for dependency management and packaging in Python.\n- [Black](https://black.readthedocs.io/) - An uncompromising code formatter for Python.\n\n## Build Tools\n\n- [Setuptools](https://setuptools.pypa.io/en/latest/) - A build system for creating Python packages.\n- [Wheel](https://pypi.org/project/wheel/) - The official binary distribution format for Python.\n- [tox](https://tox.readthedocs.io/) - A tool for automating testing across multiple Python environments.\n\n## IDEs and Editors\n\n- [PyCharm](https://www.jetbrains.com/pycharm/) - A powerful IDE for Python by JetBrains.\n- [VS Code](https://code.visualstudio.com/) - A free, open-source editor with Python support via extensions.\n- [Spyder](https://www.spyder-ide.org/) - An IDE designed for data science and machine learning.\n\n## Learning Resources\n\n- [Official Python Documentation](https://docs.python.org/3/) - The official docs for the Python programming language.\n- [Real Python](https://realpython.com/) - Tutorials, articles, and guides for Python developers.\n- [Python Crash Course](https://ehmatthes.github.io/pcc/) - A beginner-friendly Python book.\n\n## Books\n\n- *Automate the Boring Stuff with Python* by Al Sweigart - A book on practical Python projects.\n- *Python Cookbook* by David Beazley and Brian K. Jones - A book filled with Python recipes and tips.\n- *Fluent Python* by Luciano Ramalho - A deep dive into Python's most powerful features.\n\n## Community\n\n- [Python Discord](https://discord.gg/python) - A large, active Python community on Discord.\n- [Reddit: r/Python](https://www.reddit.com/r/Python/) - A subreddit for Python programming news and discussions.\n- [Stack Overflow](https://stackoverflow.com/questions/tagged/python) - A Q\u0026A site for Python developers.\n\n## Contribute\n\nContributions are welcome. Please ensure your submission fully follows the requirements outlined in [`CONTRIBUTING.md`](CONTRIBUTING.md), including formatting, scope alignment, and category placement.\n\nPull requests that do not adhere to the contribution guidelines may be closed.\n\n## License\n\n[![CC0](https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg)](http://creativecommons.org/licenses/by-sa/4.0/)\n","created_at":"2024-11-29T23:09:08.809Z","updated_at":"2026-04-02T19:00:43.104Z","primary_language":null,"list_of_lists":false,"displayable":true,"categories":["IDEs and Editors","Libraries","Tools","Learning Resources","Build Tools","License","Community"],"sub_categories":["Networking","Data Science","Machine Learning","Database","Core Libraries","Testing","Web Frameworks","JSON and Data Parsing"],"projects_url":"https://awesome.ecosyste.ms/api/v1/lists/brandonhimpfen%2Fawesome-python/projects"}