patrick-kidger / torchtyping
Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.
☆1,429Updated this week
Alternatives and similar repositories for torchtyping:
Users that are interested in torchtyping are comparing it to the libraries listed below
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,397Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,424Updated this week
- Tensors, for human consumption☆1,247Updated 5 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,720Updated 3 weeks ago
- Profiling and inspecting memory in pytorch☆1,056Updated 9 months ago
- TensorDict is a pytorch dedicated tensor container.☆920Updated this week
- ML Collections is a library of Python Collections designed for ML use cases.☆949Updated last week
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,091Updated last week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,193Updated this week
- Pytorch Lightning code guideline for conferences☆1,262Updated last year
- Helps you write algorithms in PyTorch that adapt to the available (CUDA) memory☆436Updated 8 months ago
- A library to inspect and extract intermediate layers of PyTorch models.☆473Updated 2 years ago
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,419Updated last week
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,258Updated last week
- The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflo…☆805Updated 3 years ago
- A High Level API for Deep Learning in JAX☆475Updated 2 years ago
- Configuration classes enabling type-safe PyTorch configuration for Hydra apps☆215Updated 2 years ago
- PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code☆698Updated 2 years ago
- Fast, differentiable sorting and ranking in PyTorch☆808Updated last year
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆476Updated 2 years ago
- Create powerful Hydra applications without the yaml files and boilerplate code.☆375Updated last week
- Named tensors with first-class dimensions for PyTorch☆320Updated last year
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,925Updated 10 months ago
- Fast Differentiable Sorting and Ranking☆603Updated last year
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆580Updated 4 months ago
- ☆776Updated last week
- Shape and dimension inference (Keras-like) for PyTorch layers and neural networks☆571Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆608Updated 2 years ago
- torch-optimizer -- collection of optimizers for Pytorch☆3,107Updated last year
- Fast Block Sparse Matrices for Pytorch☆545Updated 4 years ago