Module: contrib.bayesflow.entropy

Module: tf.contrib.bayesflow.entropy

Module tf.contrib.bayesflow.entropy

Defined in tensorflow/contrib/bayesflow/python/ops/entropy.py.

Support for Entropy Ops. See ${python/contrib.bayesflow.entropy}.

Functions

elbo_ratio(...): Estimate of the ratio appearing in the ELBO and KL divergence.

entropy_shannon(...): Monte Carlo or deterministic computation of Shannon's entropy.

renyi_alpha(...): Exponentially decaying Tensor appropriate for Renyi ratios.

renyi_ratio(...): Monte Carlo estimate of the ratio appearing in Renyi divergence.