Add BinarizedMNIST dataset (based off MNIST) for VAE SOTA script
Fix visualization-related bugs in BinarizedMNIST
Bug fix: add encoding/decoding model parameters as learned parameters
Factor num_samples out of Latent and into VAE.log_likelihood_lower_bound