Optax is a gradient processing and optimization library for JAX.
APACHE-2.0 License
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.sit...
Distributed Asynchronous Hyperparameter Optimization in Python
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
A hyperparameter optimization framework
Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling wit...
DeepFloyd-IF (Imagen Free)
Turn SymPy expressions into trainable JAX expressions.
Differentiable Factor Graph Optimization for Learning Smoothers @ IROS 2021
Flax is a neural network library for JAX that is designed for flexibility.
Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax
OpTaS: An optimization-based task specification library for trajectory optimization and model pre...
Multiple dispatch over abstract array types in JAX.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs....
JAX-based neural network library