Getting Started

isax is a JAX-based library for sampling from Ising models using blocked Gibbs sampling. It supports hypergraphs, flexible sampling/modeling, and all the usual JAX transformations. isax is heavily inspired by thrml and isingtorch.

Installation

git clone https://github.com/lockwo/isax
cd isax
pip install -e .

Citation

If you use ISAX in your research, please cite: