tf.contrib.bayesflow.variational_inference.register_prior(variational, prior)
Associate a variational DistributionTensor
with a Distribution
prior.
This is a helper function used in conjunction with elbo
that allows users to specify the mapping between variational distributions and their priors without having to pass in variational_with_prior
explicitly.
Args:
-
variational
:DistributionTensor
q(Z). Approximating distribution. -
prior
:Distribution
p(Z). Prior distribution.
Returns:
None
Raises:
-
ValueError
: if variational is not aDistributionTensor
orprior
is not aDistribution
.
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