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.
☆779Nov 29, 2023Updated 2 years ago
Alternatives and similar repositories for get-started-with-JAX
Users that are interested in get-started-with-JAX are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- JAX - A curated list of resources https://github.com/google/jax☆2,082Jan 20, 2026Updated 2 months ago
- 100 exercises to learn JAX☆607Jun 11, 2022Updated 3 years ago
- Flax is a neural network library for JAX that is designed for flexibility.☆7,152Updated this week
- All about the fundamental blocks of TF and JAX!☆279Dec 4, 2021Updated 4 years ago
- JAX-based neural network library☆3,212Mar 31, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,845Apr 5, 2026Updated last week
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆756Oct 26, 2022Updated 3 years ago
- RL Environments in JAX 🌍☆880Apr 2, 2026Updated last week
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Dec 21, 2021Updated 4 years ago
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆35,370Updated this week
- PIX is an image processing library in JAX, for JAX.☆434Mar 6, 2025Updated last year
- jax-triton contains integrations between JAX and OpenAI Triton☆444Mar 26, 2026Updated 2 weeks ago
- 🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL☆403Mar 18, 2026Updated 3 weeks ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,030Dec 17, 2025Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Optax is a gradient processing and optimization library for JAX.☆2,232Apr 3, 2026Updated last week
- A Jax based meta learning library☆16Sep 15, 2022Updated 3 years ago
- Really Fast End-to-End Jax RL Implementations☆1,042Sep 9, 2024Updated last year
- JMP is a Mixed Precision library for JAX.☆212Jan 30, 2025Updated last year
- Evolution Strategies in JAX 🦎☆744Apr 2, 2026Updated last week
- CLU lets you write beautiful training loops in JAX.☆368Mar 3, 2026Updated last month
- Train very large language models in Jax.☆209Oct 21, 2023Updated 2 years ago
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆524Mar 19, 2026Updated 3 weeks ago
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,773Apr 5, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Graph Neural Network Library in Jax☆1,466Mar 18, 2024Updated 2 years ago
- Model Agnostic Meta Learning (MAML) implemented in Flax, the neural network library for JAX.☆21Sep 18, 2020Updated 5 years ago
- ☆1,415Mar 31, 2026Updated 2 weeks ago
- Everything you want to know about Google Cloud TPU☆567Jul 16, 2024Updated last year
- ☆91Sep 19, 2022Updated 3 years ago
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆567Updated this week
- Implementing the Denoising Diffusion Probabilistic Model in Flax☆160Nov 1, 2022Updated 3 years ago
- ☆19Nov 25, 2022Updated 3 years ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆19May 10, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆112Dec 5, 2023Updated 2 years ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,965Apr 5, 2026Updated last week
- A Pytree Module system for Deep Learning in JAX☆212Feb 26, 2023Updated 3 years ago
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆824Mar 9, 2026Updated last month
- Notebooks for the "Deep Learning with JAX" book☆173Mar 3, 2026Updated last month
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆312Apr 6, 2026Updated last week
- Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).☆122Dec 3, 2022Updated 3 years ago