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

All Algorithms implemented in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

A Gradio web UI for Large Language Models with support for multiple inference backends.

LlamaIndex is the leading framework for building LLM-powered agents over your data.

The uncompromising Python code formatter

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

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

Data validation using Python type hints

DeepSeek Coder: Let the Code Write Itself

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

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.

Simple, Pythonic remote execution and deployment.

🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

A formatter for Python files

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

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

Osintgram is a OSINT tool on Instagram. It offers an interactive shell to perform analysis on Instagram account of any users by its nickname

Large Language Model Text Generation Inference

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

Simple and extensible administrative interface framework for Flask

Compilation of Resources from TCM's Practical Ethical Hacking Udemy Course

aiogram is a modern and fully asynchronous framework for Telegram Bot API written in Python using asyncio

Qodo-Cover: An AI-Powered Tool for Automated Test Generation and Code Coverage Enhancement! 💻🤖🧪🐞

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...