Alternatives and similar repositories for jaxtyping

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

• patrick-kidger / torchtyping
  Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
  ☆1,449Updated 5 months ago
• pytorch / tensordict
  TensorDict is a pytorch dedicated tensor container.
  ☆972Updated this week
• patrick-kidger / equinox
  Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
  ☆2,613Updated this week
• google / grain
  Library for reading and processing ML training data.
  ☆570Updated this week
• google-deepmind / chex
  ☆885Updated last month
• google-deepmind / optax
  Optax is a gradient processing and optimization library for JAX.
  ☆2,044Updated last week
• google / jaxopt
  Hardware accelerated, batchable and differentiable optimizers in JAX.
  ☆999Updated 2 weeks ago
• fferflo / einx
  Universal Notation for Tensor Operations in Python.
  ☆438Updated 6 months ago
• n2cholas / awesome-jax
  JAX - A curated list of resources https://github.com/google/jax
  ☆1,944Updated last month
• pytorch / functorch
  functorch is JAX-like composable function transforms for PyTorch.
  ☆1,436Updated 2 months ago
• google / ml_collections
  ML Collections is a library of Python Collections designed for ML use cases.
  ☆987Updated last month
• xl0 / lovely-tensors
  Tensors, for human consumption
  ☆1,316Updated 2 weeks ago
• mit-ll-responsible-ai / hydra-zen
  Create powerful Hydra applications without the yaml files and boilerplate code.
  ☆418Updated last week
• wilson-labs / cola
  Compositional Linear Algebra
  ☆489Updated 2 months ago
• google-deepmind / distrax
  ☆599Updated last week
• google / CommonLoopUtils
  CLU lets you write beautiful training loops in JAX.
  ☆356Updated 3 months ago
• ott-jax / ott
  Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.
  ☆662Updated this week
• patrick-kidger / diffrax
  Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
  ☆1,789Updated 2 weeks ago
• blackjax-devs / blackjax
  BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
  ☆960Updated last week
• facebookincubator / submitit
  Python 3.8+ toolbox for submitting jobs to Slurm
  ☆1,529Updated 2 weeks ago
• getkeops / keops
  KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows
  ☆1,135Updated last month
• google / fiddle
  ☆358Updated this week
• metaopt / optree
  OpTree: Optimized PyTree Utilities
  ☆196Updated last week
• brentyi / tyro
  CLI interfaces & config objects, from types
  ☆809Updated this week
• facebookresearch / schedule_free
  Schedule-Free Optimization in PyTorch
  ☆2,224Updated 5 months ago
• facebookresearch / torchdim
  Named tensors with first-class dimensions for PyTorch
  ☆331Updated 2 years ago
• facebookresearch / optimizers
  For optimization algorithm research and development.
  ☆542Updated last week
• lebrice / SimpleParsing
  Simple, Elegant, Typed Argument Parsing with argparse
  ☆504Updated 4 months ago
• patrick-kidger / optimistix
  Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
  ☆476Updated last week
• dgasmith / opt_einsum
  ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
  ☆946Updated 4 months ago