Module: contrib.bayesflow.variational_inference

Module: tf.contrib.bayesflow.variational_inference

Module tf.contrib.bayesflow.variational_inference

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

Variational inference.

See the ${@python/contrib.bayesflow.variational_inference} guide.

Classes

class ELBOForms: Constants to control the elbo calculation.

Functions

elbo(...): Evidence Lower BOund. log p(x) >= ELBO.

elbo_with_log_joint(...): Evidence Lower BOund. log p(x) >= ELBO.

register_prior(...): Associate a variational StochasticTensor with a Distribution prior.