This Repository contains some of the Bayesian Non Parametric Models Based on variational inference using Russian Roulette Sampling Method of approximating an infinite sum.
The papers reffered are mentioned here :
Variational Russian Roulette for Deep Bayesian Nonparametrics
Note : optimizer.py is taken from pytorch default library and is used for implementing dynamic version Adam optimizer for stochastic gumbel-softmax layers
APIC Net is a Bayesian Nueral Network modelling currently being developed using RRS VI.