patrick-kidger / jaxtypingLinks
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
☆1,441Updated last month
Alternatives and similar repositories for jaxtyping
Users that are interested in jaxtyping are comparing it to the libraries listed below
Sorting:
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,394Updated this week
- Optax is a gradient processing and optimization library for JAX.☆1,916Updated this week
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,431Updated last month
- ☆861Updated 2 weeks ago
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆973Updated 2 months ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,432Updated this week
- TensorDict is a pytorch dedicated tensor container.☆930Updated this week
- JAX - A curated list of resources https://github.com/google/jax☆1,838Updated 3 months ago
- Library for reading and processing ML training data.☆457Updated this week
- Universal Tensor Operations in Einstein-Inspired Notation for Python.☆382Updated 2 months ago
- ML Collections is a library of Python Collections designed for ML use cases.☆960Updated last month
- Compositional Linear Algebra☆476Updated 3 weeks ago
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,453Updated last month
- ☆350Updated last month
- MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvement…☆385Updated this week
- Tensors, for human consumption☆1,256Updated this week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,675Updated this week
- ⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.☆920Updated last week
- CLU lets you write beautiful training loops in JAX.☆345Updated this week
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆604Updated 2 weeks ago
- Orbax provides common checkpointing and persistence utilities for JAX users☆390Updated this week
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,099Updated this week
- ☆578Updated last month
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆927Updated last month
- JAX-based neural network library☆3,047Updated this week
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆429Updated last week
- Named tensors with first-class dimensions for PyTorch☆331Updated 2 years ago
- Create powerful Hydra applications without the yaml files and boilerplate code.☆386Updated last week
- jax-triton contains integrations between JAX and OpenAI Triton☆400Updated 2 weeks ago
- PIX is an image processing library in JAX, for JAX.☆417Updated 3 months ago