google / jaxoptLinks
Hardware accelerated, batchable and differentiable optimizers in JAX.
☆1,015Updated 3 weeks ago
Alternatives and similar repositories for jaxopt
Users that are interested in jaxopt are comparing it to the libraries listed below
Sorting:
- ☆916Updated last week
- ☆613Updated last month
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆500Updated 3 weeks ago
- Optax is a gradient processing and optimization library for JAX.☆2,142Updated this week
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆524Updated 2 weeks ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆996Updated last month
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,870Updated 3 weeks ago
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆690Updated this week
- Gaussian processes in JAX and Flax.☆569Updated 3 weeks ago
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,732Updated 3 weeks ago
- Turn SymPy expressions into trainable JAX expressions.☆357Updated 8 months ago
- Extending JAX with custom C++ and CUDA code☆403Updated last year
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆510Updated 3 weeks ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆294Updated this week
- Compositional Linear Algebra☆505Updated 5 months ago
- Constrained optimization toolkit for PyTorch☆706Updated 5 months ago
- Orbax provides common checkpointing and persistence utilities for JAX users☆475Updated this week
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆304Updated this week
- CLU lets you write beautiful training loops in JAX.☆365Updated this week
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆602Updated last month
- Library for reading and processing ML training data.☆647Updated this week
- Probabilistic Numerics in Python.☆457Updated 6 months ago
- JAX - A curated list of resources https://github.com/google/jax☆2,015Updated last week
- Mathematical operations for JAX pytrees☆206Updated last year
- A Python package for probabilistic state space modeling with JAX☆907Updated last week
- PIX is an image processing library in JAX, for JAX.☆431Updated 10 months ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,437Updated 4 months ago
- Evolution Strategies in JAX 🦎☆713Updated 3 months ago
- Run PyTorch in JAX. 🤝☆309Updated 3 months ago
- AutoBound automatically computes upper and lower bounds on functions.☆365Updated 2 months ago