An opinionated list of awesome Python frameworks, libraries, software and resources.

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

FastAPI framework, high performance, easy to learn, fast to code, ready for production

The Python programming language

🙌 OpenHands: Code Less, Make More

Deep Learning for humans

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

Rich is a Python library for rich text and beautiful formatting in the terminal.

Get your documents ready for gen AI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Comprehensive Python Cheatsheet

A toolkit for developing and comparing reinforcement learning algorithms.

The best ChatGPT that $100 can buy.

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

The fundamental package for scientific computing with Python.

DSPy: The framework for programming—not prompting—language models

A modular graph-based Retrieval-Augmented Generation (RAG) system

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Fully open reproduction of DeepSeek-R1

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Graph Neural Network Library for PyTorch

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Intelligent automation and multi-agent orchestration for Claude Code

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

State-of-the-Art Text Embeddings

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

Never use print for debugging again