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Author: lockwo

README.md

@@ -1,6 +1,6 @@
 # isax
 
-isax is a [JAX](https://github.com/google/jax)-based library for sampling from Ising models using block Gibbs sampling. isax is heavily inspired by [thrml](https://docs.thrml.ai/en/latest/).
+isax is a [JAX](https://github.com/google/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](https://docs.thrml.ai/en/latest/).
 
 ## Installation
 
@@ -59,4 +59,5 @@ Available at https://lockwo.github.io/isax
 - [ ] runtime sampling params
 - [ ] generic block typing
 - [ ] generalize pytree typing for states
-- [ ] support non-gibbs samplers (wolff, mh, etc.)
+- [ ] support non-gibbs samplers (wolff, mh, etc.)
+- [ ] add some ML examples