patrick-kidger / jaxtypingLinks
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
☆1,730Updated last week
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.☆1,473Updated 9 months ago
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,765Updated this week
- TensorDict is a pytorch dedicated tensor container.☆1,003Updated this week
- Optax is a gradient processing and optimization library for JAX.☆2,174Updated last week
- Universal Notation for Tensor Operations in Python.☆469Updated 10 months ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,436Updated 5 months ago
- Library for reading and processing ML training data.☆680Updated this week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆1,022Updated last month
- ☆924Updated last week
- JAX - A curated list of resources https://github.com/google/jax☆2,036Updated 3 weeks ago
- Create powerful Hydra applications without the yaml files and boilerplate code.☆450Updated 3 weeks ago
- Tensors, for human consumption☆1,353Updated 2 weeks ago
- ML Collections is a library of Python Collections designed for ML use cases.☆1,012Updated 2 weeks ago
- CLU lets you write beautiful training loops in JAX.☆366Updated 2 weeks ago
- Schedule-Free Optimization in PyTorch☆2,256Updated 8 months ago
- Orbax provides common checkpointing and persistence utilities for JAX users☆480Updated this week
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆700Updated this week
- Compositional Linear Algebra☆507Updated 6 months ago
- ☆619Updated 2 weeks ago
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,155Updated 3 months ago
- ☆374Updated this week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,009Updated last week
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,575Updated 3 weeks ago
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,893Updated last week
- Named tensors with first-class dimensions for PyTorch☆332Updated 2 years ago
- For optimization algorithm research and development.☆558Updated 3 weeks ago
- ☆794Updated last week
- A High Level API for Deep Learning in JAX☆476Updated 3 years ago
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆968Updated 7 months ago
- OpTree: Optimized PyTree Utilities☆205Updated last week