Awesome Python

A lightweight, powerful framework for multi-agent workflows

Data validation using Python type hints

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

Write scalable load tests in plain Python 🚗💨

Minimal examples of data structures and algorithms in Python

A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.

Python logging made (stupidly) simple

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

matplotlib: plotting with Python

AI Agent Framework, the Pydantic way

Open source UI framework written in Python, running on Windows, Linux, macOS, Android and iOS

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Python composable command line interface toolkit

Universal Command Line Interface for Amazon Web Services

Network Analysis in Python

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

Asynchronous HTTP client/server framework for asyncio and Python

An orchestration platform for the development, production, and observation of data assets.

music library manager and MusicBrainz tagger

Software to automate the management and configuration of infrastructure and applications at scale.

A framework for managing and maintaining multi-language pre-commit hooks.

Simple, Pythonic remote execution and deployment.

Structured Outputs

A next generation HTTP client for Python. 🦋

A lightweight, lightning-fast, in-process vector database

Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4-3.14. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.

SciPy library main repository

A computer algebra system written in pure Python

Video editing with Python

Pyodide is a Python distribution for the browser and Node.js based on WebAssembly

NLTK Source

The pytest framework makes it easy to write small tests, yet scales to support complex functional testing

Statistical data visualization in Python

Parallel computing with task scheduling

Python Imaging Library (fork)

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.

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

Jupyter Interactive Notebook

Freeze (package) Python programs into stand-alone executables

Install and Run Python Applications in Isolated Environments

The little ASGI framework that shines. 🌟

Go ahead and axolotl questions

A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

The Database Toolkit for Python

Rich MySQL Terminal Client with AutoCompletion, Syntax Highlighting, and Dataframes

Graph-Native Infrastructure for Context and Accountable AI Systems