google-deepmind / dm-haiku
JAX-based neural network library
☆3,021Updated this week
Alternatives and similar repositories for dm-haiku:
Users that are interested in dm-haiku are comparing it to the libraries listed below
- Flax is a neural network library for JAX that is designed for flexibility.☆6,527Updated this week
- Optax is a gradient processing and optimization library for JAX.☆1,875Updated this week
- JAX - A curated list of resources https://github.com/google/jax☆1,796Updated 2 months ago
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,336Updated last week
- A Graph Neural Network Library in Jax☆1,427Updated last year
- ☆1,311Updated 3 weeks ago
- ☆848Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,424Updated this week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆962Updated 3 weeks ago
- Fast and Easy Infinite Neural Networks in Python☆2,335Updated last year
- ML Collections is a library of Python Collections designed for ML use cases.☆949Updated this week
- A pedagogical implementation of Autograd☆978Updated 4 years ago
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,390Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,432Updated this week
- A Python toolbox for performing gradient-free optimization☆4,051Updated last week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆8,882Updated last week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,611Updated last week
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,596Updated this week
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,429Updated this week
- Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.☆1,054Updated last week
- A platform for managing machine learning experiments☆848Updated 2 weeks ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,720Updated 3 weeks ago
- Differentiable, Hardware Accelerated, Molecular Dynamics☆1,259Updated 5 months ago
- Bayesian optimization in PyTorch☆3,251Updated this week
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,924Updated 10 months ago
- Efficiently computes derivatives of NumPy code.☆7,254Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆32,098Updated this week
- ☆770Updated last year
- Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arra…☆1,204Updated 5 months ago
- A High Level API for Deep Learning in JAX☆475Updated 2 years ago