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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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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.
Light, flexible and extensible ASGI framework | Built to scale
Bandit is a tool designed to find common security issues in Python code.
Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
🚴 Call stack profiler for Python. Shows you why your code is slow!
The Sphinx documentation generator
Ajenti Core and stock plugins
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
MySQL client library for Python
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.
Task scheduling library for Python
TinyDB is a lightweight document oriented database optimized for your happiness :)
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
A system-level, binary package and environment manager running on all major operating systems and platforms.
Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
pyenv for Windows. pyenv is a simple python version management tool. It lets you easily switch between multiple versions of Python. It's simple, unobtrusive, and follows the UNIX tradition of single-purpose tools that do one thing well.
Trio – a friendly Python library for async concurrency and I/O
Python process launching
A lightweight library for converting complex objects to and from simple Python datatypes.
Real-time monitor and web admin for Celery distributed task queue
Community maintained fork of pdfminer - we fathom PDF
A Python utility / library to sort imports.
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
A fast type checker and language server for Python
The Ren'Py Visual Novel Engine
Python datetimes made easy
the portable Python dataframe library
A lightweight, object-oriented finite state machine implementation in Python with many extensions
Image processing in Python
Coroutine-based concurrency library for Python
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
a little task queue for python
Build GUI for your Python program with JavaScript, HTML, and CSS
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
Event-driven networking engine written in Python.
Emulator for rapid prototyping of Software Defined Networks
Python Classes Without Boilerplate
data load tool (dlt) is an open source Python library that makes data loading easy 🛠️
Library for building WebSocket servers and clients in Python
JSON Web Token implementation in Python
Python for Windows (pywin32) Extensions
A Rust HTTP server for Python applications
Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET developers.
Socket.IO integration for Flask applications.
A Python native, OS native GUI toolkit.