google-deepmind / optaxLinks
Optax is a gradient processing and optimization library for JAX.
☆2,044Updated last week
Alternatives and similar repositories for optax
Users that are interested in optax are comparing it to the libraries listed below
Sorting:
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,613Updated this week
- ☆885Updated last month
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆999Updated 2 weeks ago
- JAX-based neural network library☆3,107Updated 3 weeks ago
- JAX - A curated list of resources https://github.com/google/jax☆1,944Updated last month
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,800Updated 3 weeks ago
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,579Updated 3 weeks ago
- ☆1,363Updated 3 weeks ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 2 months ago
- Flax is a neural network library for JAX that is designed for flexibility.☆6,865Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆960Updated last week
- ☆599Updated last week
- A Graph Neural Network Library in Jax☆1,450Updated last year
- CLU lets you write beautiful training loops in JAX.☆356Updated 3 months ago
- Library for reading and processing ML training data.☆570Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,542Updated last week
- TensorDict is a pytorch dedicated tensor container.☆972Updated this week
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆481Updated 2 months ago
- ML Collections is a library of Python Collections designed for ML use cases.☆987Updated last month
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆662Updated this week
- Evolution Strategies in JAX 🦎☆672Updated last month
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆476Updated last week
- ☆921Updated last year
- A platform for managing machine learning experiments☆875Updated last month
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆946Updated 4 months ago
- A pedagogical implementation of Autograd☆997Updated 5 years ago
- PIX is an image processing library in JAX, for JAX.☆423Updated 7 months ago
- A Python package for probabilistic state space modeling with JAX☆875Updated 3 months ago
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,094Updated last week
- 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 o…☆760Updated last year