An opinionated list of Python frameworks, libraries, tools, 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.

The agent engineering platform

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 Web framework for perfectionists with deadlines.

Deep Learning for humans

Scrapy, a fast high-level web crawling & scraping framework for Python.

Inference code for Llama models

The simplest, fastest repository for training/finetuning medium-sized GPTs.

A simple, yet elegant, HTTP library.

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Developer-first error tracking and performance monitoring

The uncompromising Python code formatter

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

A community-maintained Python framework for creating mathematical animations.

A toolkit for developing and comparing reinforcement learning algorithms.

Official inference framework for 1-bit LLMs

💫 Industrial-strength Natural Language Processing (NLP) in Python

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

Certbot is EFF's tool to obtain certs from Let's Encrypt and (optionally) auto-enable HTTPS on your server. It can also act as a client for any other CA that uses the ACME protocol.

Free and Open Source Enterprise Resource Planning (ERP)

You like pytorch? You like micrograd? You love tinygrad! ❤️

The fundamental package for scientific computing with Python.

Web APIs for Django. 🎸

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

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Optional static typing for Python