A (not-so-well) curated list of awesome Python libraries

awesome-requirements.md

Analysis

• Bandit Bandit is a tool designed to find common security issues in Python code.
• Black The uncompromising Python code formatter
• sentry-python The new Python SDK for Sentry.io

Artificial Intelligence

• Tensorflow An Open Source Machine Learning Framework for Everyone

Concurrency

• Celery Distributed Task Queue (development branch)
• gevent Coroutine-based concurrency library for Python

Database

• psycopg2 PostgreSQL database adapter for the Python programming language

Git

• pre-commit A framework for managing and maintaining multi-language pre-commit hooks.

Image

• Pillow The friendly PIL fork (Python Imaging Library)

Messaging

• Twilio A Python module for communicating with the Twilio API and generating TwiML.

STEM

• NumPy The fundamental package for scientific computing with Python.
• SciPy Scipy library main repository

Testing

• pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
  • pytest-django A Django plugin for pytest.
  • pytest-freezegun Easily freeze time in pytest test + fixtures
  • pytest-mock Thin-wrapper around the mock package for easier use with py.test
• Coverage.py Code coverage measurement for Python
• freezegun Let your Python tests travel through time
• mock The Python mock library

Web Framework

• Django The Web framework for perfectionists with deadlines.
  • Django REST framework Web APIs for Django.
  • Django Debug Toolbar A configurable set of panels that display various debug information about the current request/response.
• Flask The Python micro framework for building web applications.

Web Server

• gunicorn gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
• werkzeug The comprehensive WSGI web application library.

Web Socket

• python-socketio Python Socket.IO server and client

https://github.com/vinta/awesome-python is a popular iteration of this idea.