gordicaleksa / get-started-with-JAXLinks
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.
☆774Updated 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
Sorting:
- JAX - A curated list of resources https://github.com/google/jax☆1,993Updated 3 months ago
- 100 exercises to learn JAX☆594Updated 3 years ago
- ☆905Updated this week
- Optax is a gradient processing and optimization library for JAX.☆2,121Updated this week
- ☆790Updated last month
- CLU lets you write beautiful training loops in JAX.☆360Updated 5 months ago
- Course notes☆736Updated last year
- ML Collections is a library of Python Collections designed for ML use cases.☆1,004Updated last month
- ☆460Updated last year
- All about the fundamental blocks of TF and JAX!☆276Updated 4 years ago
- All about the fundamentals and working of Diffusion Models☆159Updated 3 years ago
- PIX is an image processing library in JAX, for JAX.☆430Updated 9 months ago
- "Deep Generative Modeling": Introductory Examples☆1,270Updated 3 months ago
- ☆612Updated 2 weeks ago
- Library for reading and processing ML training data.☆633Updated this week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,007Updated this week
- Code for our NeurIPS 2022 paper☆370Updated 2 years ago
- TensorDict is a pytorch dedicated tensor container.☆994Updated this week
- ☆826Updated 8 months ago
- A walkthrough of transformer architecture code☆371Updated last year
- For optimization algorithm research and development.☆553Updated this week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,722Updated this week
- A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for l…☆159Updated 4 years ago
- Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023☆195Updated 2 years ago
- Unofficial JAX implementations of deep learning research papers☆160Updated 3 years ago
- TorchOpt is an efficient library for differentiable optimization built upon PyTorch.☆622Updated 3 weeks ago
- Notebooks for the "Deep Learning with JAX" book☆163Updated 6 months ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆223Updated last year
- Compositional Linear Algebra☆503Updated 4 months ago
- Tensors, for human consumption☆1,334Updated last month