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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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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
Scapy: the Python-based interactive packet manipulation program & library.
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Python job scheduling for humans.
a small, expressive orm -- supports postgresql, mysql, sqlite, now with asyncio
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
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
The most widely used Python to C compiler
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.
Hydra is a framework for elegantly configuring complex applications
Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication. 🔁 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
🍦 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.
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
Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.
bottle.py is a fast and simple micro-framework for python web-applications.
Python library for audio and music analysis
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
No description.
Bindu: The identity, communication, and payments layer for AI agents.
🚴 Call stack profiler for Python. Shows you why your code is slow!
MySQL client library for Python
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
A system-level, binary package and environment manager running on all major operating systems and platforms.
Python library and shell utilities to monitor filesystem events.
Trio – a friendly Python library for async concurrency and I/O
The fastest way to create an HTML app
A Python utility / library to sort imports.
A fast type checker and language server for Python