Module: tf.contrib.bayesflow.variational_inference

Variational inference.

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

Classes

class ELBOForms: Constants to control the elbo calculation.

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.

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Last updated June 15, 2017.