We reviewed and compared 10,000 open source libraries for Python and selected the 34 most useful ones.
We grouped these libraries into 8 categories.
This article is translated with support from EDISON Software, which , as well as .
Python Toolkit
1. : Python Development Workflow for Humans.
2. : Developing retro games in Python.
3. : A framework that helps write short tests and scales for complex functional tests.
4. : Simplifies dependency management and packaging.
5. : Simplifies logging.
6. : a library for streaming applications.
7. : The Pattern Matching you dreamed of.
8. : Performant type-checking.
9. : library for working with time and dates.
10. : library for working with Noisy Intermediate Scale Quantum (NISQ) circuits.
11. : A framework for command line interaction.
Web
12. : HTML Parsing for Humans.
13. : interactive data visualization in modern browsers.
14. : fast, cool, asynchronous.
15. : Displaying HTML content in a separate window.
16. : Detecting and bypassing firewalls and web application protection systems.
17. : a minimalist and fast framework for creating HTTP APIs.
Terminal
18. : record terminal sessions as SVG animations.
19. : record terminal sessions.
20. : CLI tools for drawing graphs.
Code Editor
21. : uncompromising code formatter.
22. : experimental code editor for writing algorithms.
23. : a syntax tree level refactoring tool.
Debugging
24. : allows you to visualize what your program spends time on without restarting the program.
25. : a graphical debugger using AST.
26. : a cute debugger.
Compiler
27. : a translator from Python 3.7 to JavaScript.
28. : a data science stack in the browser.
Data Related
29.: data validation.
30. : Data-driven programming framework for data pipeline work (Web Crawler, Machine Learning, Quantitative Trading, etc.).
31. : comparative performance testing in pandas operations.
Chart
32. : a collection of scripts for drawing beautiful figures and animating algorithms.
33. : helps data scientists create graphs.
34. Share your experiences using these libraries or tell us about your findings in 2019.
P.S.
We reviewed and compared 10,000 open source.
Source: habr.com
