tf.contrib.bayesflow.variational_inference.ELBOForms

class tf.contrib.bayesflow.variational_inference.ELBOForms

Constants to control the elbo calculation.

analytic_kl uses the analytic KL divergence between the variational distribution(s) and the prior(s).

analytic_entropy uses the analytic entropy of the variational distribution(s).

sample uses the sample KL or the sample entropy is the joint is provided.

See elbo for what is used with default.