VariationalEvaluation¶

class tfsnippet.VariationalEvaluation(vi)¶

Bases: object

Factory for variational evaluation outputs.

Methods Summary

`importance_sampling_log_likelihood`([name])	Compute \(log p(x)\) by importance sampling.
`is_loglikelihood`([name])	Short-cut for `importance_sampling_log_likelihood()`.

Methods Documentation

importance_sampling_log_likelihood(name=None)¶

Compute \(log p(x)\) by importance sampling.

Returns:	The per-data \(log p(x)\).
Return type:	tf.Tensor

See also

tfsnippet.variational.importance_sampling_log_likelihood()

Parameters:	name (str) – Default name of the name scope. If not specified, generate one according to the method name.

is_loglikelihood(name=None)¶: Short-cut for importance_sampling_log_likelihood().