Created by: DrewNow
beta-VAE Burges et al 'Understanding disentangling in beta-VAE' https://arxiv.org/pdf/1804.03599.pdf
is integrated within VAE model. Small changes allow for disentanglement of KL loss and bottleneck capacity via adding two parameters (gamma, capacity) into VAE model (used by default, when gamma=1, capacity=0).