Awesome
Flow Annealed Importance Sampling Boostrap (FAB) implementation in JAX
- See corresponding paper here.
- See the pytorch implementation here.
- The SNR analysis of the FAB gradient estimator is here.
- I am currently working on a new version improved version of the jax implementation of FAB.
Examples
Double Well Boltzmann distribution samples vs contours (see notebook)
Gaussian Mixture Model samples vs contours (see notebook)