contrib.bayesflow.variational_inference.ELBOForms
tf.contrib.bayesflow.variational_inference.ELBOForms
class tf.contrib.bayesflow.variational_inference.ELBOForms
Defined in tensorflow/contrib/bayesflow/python/ops/variational_inference_impl.py
.
See the guide: BayesFlow Variational Inference (contrib) > Ops
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
.
Methods
check_form
check_form(form)
Class Members
analytic_entropy
analytic_kl
default
sample
© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/contrib/bayesflow/variational_inference/ELBOForms