🤗 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.

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

Streamlit — A faster way to build and share data apps.

aider is AI pair programming in your terminal

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

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

Code for the paper "Language Models are Unsupervised Multitask Learners"

☁️ Build multimodal AI applications with cloud-native stack

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.

The interactive graphing library for Python ✨

Python composable command line interface toolkit

🦉 Data Versioning and ML Experiments

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

The open-source AIOps and alert management platform

Hydra is a framework for elegantly configuring complex applications

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

PyTorch implementations of deep reinforcement learning algorithms and environments

🪩 Create Disco Diffusion artworks in one line

Modularized Implementation of Deep RL Algorithms in PyTorch

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

Collection of reinforcement learning algorithms

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Notion API client SDK, rewritten in Python! (sync + async)

Your Virtual Development Team

⚡ Langchain apps in production using Jina & FastAPI

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.