patrick-kidger / jaxtypingLinks
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
☆1,579Updated 2 weeks ago
Alternatives and similar repositories for jaxtyping
Users that are interested in jaxtyping are comparing it to the libraries listed below
Sorting:
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,449Updated 5 months ago
- TensorDict is a pytorch dedicated tensor container.☆972Updated this week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,613Updated this week
- Library for reading and processing ML training data.☆570Updated this week
- ☆885Updated last month
- Optax is a gradient processing and optimization library for JAX.☆2,044Updated last week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆999Updated 2 weeks ago
- Universal Notation for Tensor Operations in Python.☆438Updated 6 months ago
- JAX - A curated list of resources https://github.com/google/jax☆1,944Updated last month
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 2 months ago
- ML Collections is a library of Python Collections designed for ML use cases.☆987Updated last month
- Tensors, for human consumption☆1,316Updated 2 weeks ago
- Create powerful Hydra applications without the yaml files and boilerplate code.☆418Updated last week
- Compositional Linear Algebra☆489Updated 2 months ago
- ☆599Updated last week
- CLU lets you write beautiful training loops in JAX.☆356Updated 3 months ago
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆662Updated this week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,789Updated 2 weeks ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆960Updated last week
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,529Updated 2 weeks ago
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,135Updated last month
- ☆358Updated this week
- OpTree: Optimized PyTree Utilities☆196Updated last week
- CLI interfaces & config objects, from types☆809Updated this week
- Schedule-Free Optimization in PyTorch☆2,224Updated 5 months ago
- Named tensors with first-class dimensions for PyTorch☆331Updated 2 years ago
- For optimization algorithm research and development.☆542Updated last week
- Simple, Elegant, Typed Argument Parsing with argparse☆504Updated 4 months ago
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆476Updated last week
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆946Updated 4 months ago