Alternatives and similar repositories for jaxopt

Users that are interested in jaxopt are comparing it to the libraries listed below

• google-deepmind / chex
  ☆894Updated 2 weeks ago
• google-deepmind / distrax
  ☆606Updated last week
• patrick-kidger / optimistix
  Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
  ☆504Updated 3 weeks ago
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆2,100Updated last week
• patrick-kidger / lineax
  Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
  ☆490Updated last week
• patrick-kidger / diffrax
  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
  ☆1,838Updated 2 months ago
• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆977Updated 2 weeks ago
• ott-jax / ott
  Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.
  ☆676Updated last week
• patrick-kidger / equinox
  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
  ☆2,694Updated last week
• thomaspinder / GPJax
  Gaussian processes in JAX and Flax.
  ☆558Updated last week
• patrick-kidger / sympy2jax
  Turn SymPy expressions into trainable JAX expressions.
  ☆354Updated 7 months ago
• mpi4jax / mpi4jax
  Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python
  ☆498Updated 2 weeks ago
• dfm / extending-jax
  Extending JAX with custom C++ and CUDA code
  ☆401Updated last year
• google / CommonLoopUtils
  CLU lets you write beautiful training loops in JAX.
  ☆359Updated 5 months ago
• google / orbax
  Orbax provides common checkpointing and persistence utilities for JAX users
  ☆456Updated last week
• wilson-labs / cola
  Compositional Linear Algebra
  ☆503Updated 4 months ago
• google-deepmind / kfac-jax
  Second Order Optimization and Curvature Estimation with K-FAC in JAX.
  ☆297Updated last week
• jax-ml / oryx
  Oryx is a library for probabilistic programming and deep learning built on top of Jax.
  ☆285Updated last month
• google-deepmind / dm_pix
  PIX is an image processing library in JAX, for JAX.
  ☆430Updated 8 months ago
• probml / dynamax
  A Python package for probabilistic state space modeling with JAX
  ☆887Updated 4 months ago
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,982Updated 3 months ago
• google / grain
  Library for reading and processing ML training data.
  ☆611Updated this week
• lezcano / geotorch
  Constrained optimization toolkit for PyTorch
  ☆702Updated 4 months ago
• probabilistic-numerics / probnum
  Probabilistic Numerics in Python.
  ☆459Updated 5 months ago
• f-dangel / backpack
  BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
  ☆601Updated this week
• patrick-kidger / jaxtyping
  Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
  ☆1,663Updated 2 weeks ago
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,438Updated 3 months ago
• google / tree-math
  Mathematical operations for JAX pytrees
  ☆205Updated 11 months ago
• jax-ml / jax-ai-stack
  ☆246Updated last week
• dgasmith / opt_einsum
  ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
  ☆961Updated 5 months ago