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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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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.
💨 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
🐍🎮 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.
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
The Sphinx documentation generator
🚴 Call stack profiler for Python. Shows you why your code is slow!
Ajenti Core and stock plugins
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
MySQL client library for Python
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 :)
A system-level, binary package and environment manager running on all major operating systems and platforms.
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.
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.
Robyn is a Super Fast Async Python Web Framework with a Rust runtime.
Trio – a friendly Python library for async concurrency and I/O
A lightweight library for converting complex objects to and from simple Python datatypes.
Real-time monitor and web admin for Celery distributed task queue
Python process launching
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Community maintained fork of pdfminer - we fathom PDF
A Python utility / library to sort imports.
A fast type checker and language server for Python
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
The Ren'Py Visual Novel Engine
Python datetimes made easy
the portable Python dataframe library
Image processing in Python
A lightweight, object-oriented finite state machine implementation in Python with many extensions
Coroutine-based concurrency library for Python
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!