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Awesome List
The definitive list that answers "I want to do X in Python, which tool should I use?"
GitHub stars and default-branch commits for vinta/awesome-python.
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The pytest framework makes it easy to write small tests, yet scales to support complex functional testing
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Statistical data visualization in Python
Parallel computing with task scheduling
Python Imaging Library (fork)
Deduplicating archiver with compression and authenticated encryption.
structured outputs for llms
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Redis Python client
A modern and customizable python UI-library based on Tkinter
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Postgres CLI with autocompletion and syntax highlighting
Static site generator that supports Markdown and reST syntax. Powered by Python.
Freeze (package) Python programs into stand-alone executables
Install and Run Python Applications in Isolated Environments
The little ASGI framework that shines. ๐
Scapy: the Python-based interactive packet manipulation program & library.
The Database Toolkit for Python
a small, expressive orm -- supports postgresql, mysql, sqlite, now with asyncio
Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes
Graph-Native Infrastructure for Context and Accountable AI Systems
Ultra fast asyncio event loop.
Generic automation framework for acceptance testing and RPA
A very fast and expressive template engine.
Statsmodels: statistical modeling and econometrics in Python
An open source multi-tool for exploring and publishing data
๐ Geometric Computer Vision Library for Spatial AI
Cross-platform lib for process and system monitoring in Python
NumPy aware dynamic Python compiler using LLVM
Python Serverless Microframework for AWS
An ASGI web server, for Python. ๐ฆ
The most widely used Python to C compiler
Simple job queues for Python
The easy-to-use and developer-friendly enterprise CMS powered by Django
gunicorn 'Green Unicorn' is a WSGI HTTP Server for UNIX, fast clients and sleepy applications.
Modin: Scale your Pandas workflows by changing a single line of code
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. ๐ Mirror of https://codeberg.org/allauth/django-allauth/
The Python package installer
A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files
๐ฆ Never use print() to debug again.
Boto3, an AWS SDK for Python
The no-magic web API and microservices framework for Python developers, with a focus on reliability and performance at scale.
Bayesian Modeling and Probabilistic Programming in Python
The awesome document factory
Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages. Fifteen bindings, with CLI, REST API, and MCP server.
๐จ Fast, Async-ready, Openapi, type hints based framework for building APIs
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
The property-based testing library for Python
๐๐ฎ pygame (the library) is a Free and Open Source python programming language library for making multimedia applications like games built on top of the excellent SDL library. C, Python, Native, OpenGL.