google / jaxopt
Hardware accelerated, batchable and differentiable optimizers in JAX.
☆958Updated this week
Alternatives and similar repositories for jaxopt:
Users that are interested in jaxopt are comparing it to the libraries listed below
- ☆843Updated last week
- Optax is a gradient processing and optimization library for JAX.☆1,858Updated this week
- ☆565Updated this week
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆431Updated 2 weeks ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆894Updated last month
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆396Updated this week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,587Updated 2 weeks ago
- Gaussian processes in JAX and Flax.☆496Updated this week
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆576Updated last week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,299Updated last week
- JAX - A curated list of resources https://github.com/google/jax☆1,773Updated last month
- CLU lets you write beautiful training loops in JAX.☆335Updated this week
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆473Updated 3 weeks ago
- Turn SymPy expressions into trainable JAX expressions.☆333Updated 2 months ago
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆267Updated this week
- A Python package for probabilistic state space modeling with JAX☆799Updated last week
- Compositional Linear Algebra☆470Updated last week
- Orbax provides common checkpointing and persistence utilities for JAX users☆362Updated this week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆253Updated 2 weeks ago
- Extending JAX with custom C++ and CUDA code☆389Updated 7 months ago
- Mathematical operations for JAX pytrees☆199Updated 4 months ago
- Constrained optimization toolkit for PyTorch☆672Updated 3 years ago
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,365Updated last week
- Probabilistic Numerics in Python.☆448Updated 11 months ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆577Updated 3 months ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,420Updated this week
- Library for reading and processing ML training data.☆421Updated this week
- AutoBound automatically computes upper and lower bounds on functions.☆358Updated 9 months ago
- Code for the paper "Learning Differential Equations that are Easy to Solve"☆279Updated 3 years ago
- Run PyTorch in JAX. 🤝☆234Updated last month