83 Open source projects that are alternatives of or similar to jax-cfd

Documentation:

Massively parallel rigidbody physics simulation on accelerator hardware.

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.

Bayesian Optimization in JAX

Toy implementations of some popular ML optimizers using Python/JAX

A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations

Functional models and algorithms for sparse signal processing

KoCLIP: Korean port of OpenAI CLIP, in Flax

👩 Pytorch and Jax code for the Madam optimiser.

Federated posterior averaging implemented in JAX

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

Chef Transformer 🍲 .

A Python library for machine-learning and feedback loops on streaming data

Factor graphs and nonlinear optimization for JAX

PIX is an image processing library in JAX, for JAX.

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

ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (Deep RL Workshop 2021)

A didactic Gaussian process package for researchers in Jax.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

JAX-based Spiking Neural Network framework

A GPT, made only of MLPs, in Jax

Revisiting Rainbow

Unofficial JAX implementations of deep learning research papers