Module: contrib.bayesflow.stochastic_tensor

Module: tf.contrib.bayesflow.stochastic_tensor

Module tf.contrib.bayesflow.stochastic_tensor

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

Support for creating Stochastic Tensors.

See the BayesFlow Stochastic Tensors (contrib) guide.

Classes

class BaseStochasticTensor: Base Class for Tensor-like objects that emit stochastic values.

class MeanValue

class ObservedStochasticTensor: A StochasticTensor with an observed value.

class SampleValue: Draw samples, possibly adding new outer dimensions along the way.

class StochasticTensor: StochasticTensor is a BaseStochasticTensor backed by a distribution.

Functions

get_current_value_type(...)

value_type(...): Creates a value type context for any StochasticTensor created within.