google-deepmind / dm-haiku
JAX-based neural network library
☆2,939Updated last month
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.☆6,272Updated this week
- Optax is a gradient processing and optimization library for JAX.☆1,754Updated this week
- JAX - A curated list of resources https://github.com/google/jax☆1,660Updated 6 months ago
- ☆1,275Updated this week
- Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/☆2,193Updated last week
- A Graph Neural Network Library in Jax☆1,398Updated 9 months ago
- Fast and Easy Infinite Neural Networks in Python☆2,306Updated 10 months ago
- ☆806Updated this week
- functorch is JAX-like composable function transforms for PyTorch.☆1,403Updated this week
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,364Updated this week
- A Python toolbox for performing gradient-free optimization☆3,984Updated last month
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆944Updated 4 months ago
- A pedagogical implementation of Autograd☆959Updated 4 years ago
- ML Collections is a library of Python Collections designed for ML use cases.☆908Updated last month
- A platform for managing machine learning experiments☆832Updated last month
- Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/☆1,300Updated last week
- A library of reinforcement learning components and agents☆3,563Updated this week
- Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/☆1,515Updated this week
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,355Updated 3 months ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,412Updated 5 months ago
- Bayesian optimization in PyTorch☆3,148Updated this week
- Gin provides a lightweight configuration framework for Python☆2,072Updated last month
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,596Updated 2 weeks ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,426Updated 8 months ago
- ☆771Updated 11 months ago
- ☆863Updated 6 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,704Updated last week
- A JAX research toolkit for building, editing, and visualizing neural networks.☆1,714Updated last month
- Massively parallel rigidbody physics simulation on accelerator hardware.☆2,469Updated last month
- The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series o…☆677Updated last year