What are some amazing, great python external modules, libraries to explore?

This page summarizes the projects mentioned and recommended in the original post on reddit.com/r/Python

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  • awesome-python

    A curated list of awesome Python frameworks, libraries, software and resources

    All I gotta say is Awesome Python is the first place I go when I’m looking for a library. Well currated and there’s other ones up for specific libraries if you look around.

  • awesome-fastapi

    A curated list of awesome things related to FastAPI

    Aweome asyncio Awesome Django Awesome FastAPI

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  • awesome-django

    A curated list of awesome things related to Django

    Aweome asyncio Awesome Django Awesome FastAPI

  • hissp

    It's Python with a Lissp.

    Hissp is really interesting. Read through the docs and you'll understand Python more deeply. It works well with Toolz and Pyrsistent.

  • Pyrsistent

    Persistent/Immutable/Functional data structures for Python

    Hissp is really interesting. Read through the docs and you'll understand Python more deeply. It works well with Toolz and Pyrsistent.

  • NumPy

    The fundamental package for scientific computing with Python.

    The NumPy website has links to a bunch of modules/libraries (look under ecosystem on the main page). Some of the modules listed you have already mentioned (like pandas) but there are some interesting ones for other fields of work like astronomy, chemistry, geoscience, etc.

  • CrossHair

    An analysis tool for Python that blurs the line between testing and type systems.

    CrossHair, Hypothesis, and Mutmut for advanced testing.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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