Python code for "Probabilistic Machine learning" book by Kevin Murphy

Flax Engine – multi-platform 3D game engine

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, MuJoCo Playground and other environments

A Library for Uncertainty Quantification.

Long Range Arena for Benchmarking Efficient Transformers

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.

Original Implementation of Prompt Tuning from Lester, et al, 2021

Orbax provides common checkpointing and persistence utilities for JAX users

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

CLU lets you write beautiful training loops in JAX.

Build GPT, Gemma, LlaMa, Mixtral, Whisper, SWin, ViT and more in JAX.

Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

Train very large language models in Jax.

Unified Implementations of Offline Reinforcement Learning Algorithms

Clean single-file implementation of offline RL algorithms in JAX

Unofficial JAX implementations of deep learning research papers

KoCLIP: Korean port of OpenAI CLIP, in Flax

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

A multi-modal CLIP model trained on the medical dataset ROCO

general purpose programming language, in the vein of C++

Collection of example projects for Flax Engine

Old repository with C# Editor and C# API for creating games in Flax Engine

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

Flax Engine Documentation