gordicaleksa / get-started-with-JAX
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.
☆661Updated 11 months ago
Related projects ⓘ
Alternatives and complementary repositories for get-started-with-JAX
- JAX - A curated list of resources https://github.com/google/jax☆1,562Updated 4 months ago
- 100 exercises to learn JAX☆569Updated 2 years ago
- Optax is a gradient processing and optimization library for JAX.☆1,699Updated last week
- ☆788Updated this week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,123Updated 3 weeks ago
- All about the fundamental blocks of TF and JAX!☆271Updated 2 years ago
- PIX is an image processing library in JAX, for JAX.☆389Updated last week
- ☆536Updated 2 months ago
- ☆1,263Updated last month
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆933Updated 2 months ago
- A Graph Neural Network Library in Jax☆1,376Updated 8 months ago
- CLU lets you write beautiful training loops in JAX.☆321Updated this week
- "Deep Generative Modeling": Introductory Examples☆1,059Updated last month
- ☆751Updated this week
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,219Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,396Updated this week
- ☆766Updated 8 months ago
- ML Collections is a library of Python Collections designed for ML use cases.☆896Updated this week
- For optimization algorithm research and development.☆449Updated this week
- Optimal transport tools implemented with the JAX framework, to get differentiable, parallel and jit-able computations.☆526Updated this week
- Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023☆2,579Updated 3 weeks ago
- JAX-based neural network library☆2,909Updated last week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆847Updated 3 weeks ago
- TorchOpt is an efficient library for differentiable optimization built upon PyTorch.☆545Updated 2 weeks ago
- ☆303Updated this week
- All about the fundamentals and working of Diffusion Models☆152Updated last year
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆301Updated 3 weeks ago
- ☆391Updated last month
- A High Level API for Deep Learning in JAX☆470Updated last year
- Unofficial JAX implementations of deep learning research papers☆151Updated 2 years ago