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.
☆702Updated last year
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
- JAX - A curated list of resources https://github.com/google/jax☆1,731Updated last month
- 100 exercises to learn JAX☆576Updated 2 years ago
- Optax is a gradient processing and optimization library for JAX.☆1,831Updated last week
- ☆832Updated this week
- For optimization algorithm research and development.☆498Updated this week
- CLU lets you write beautiful training loops in JAX.☆335Updated 2 weeks ago
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,348Updated this week
- All about the fundamental blocks of TF and JAX!☆276Updated 3 years ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆955Updated last week
- PIX is an image processing library in JAX, for JAX.☆411Updated 2 weeks ago
- ☆784Updated last year
- ☆771Updated 2 months ago
- ☆556Updated this week
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,044Updated 2 weeks ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,414Updated this week
- ☆1,296Updated 2 months ago
- A library to inspect and extract intermediate layers of PyTorch models.☆472Updated 2 years ago
- ML Collections is a library of Python Collections designed for ML use cases.☆928Updated last month
- ☆423Updated 5 months ago
- Evolution Strategies in JAX 🦎☆579Updated last week
- Unofficial JAX implementations of deep learning research papers☆153Updated 2 years ago
- Course notes☆674Updated 11 months ago
- TensorDict is a pytorch dedicated tensor container.☆898Updated this week
- A Graph Neural Network Library in Jax☆1,413Updated last year
- Annotated version of the Mamba paper☆475Updated last year
- Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.☆249Updated last year
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆384Updated 3 weeks ago
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,263Updated this week
- All about the fundamentals and working of Diffusion Models☆154Updated 2 years ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆305Updated last week