io.improbable.keanu.algorithms.variational.optimizer

Interface ProbabilisticWithGradientGraph

All Superinterfaces:

ProbabilisticGraph

All Known Implementing Classes:

KeanuProbabilisticWithGradientGraph

public interface ProbabilisticWithGradientGraph
extends ProbabilisticGraph

Method Summary

Modifier and Type	Method and Description
java.util.Map<? extends VariableReference,DoubleTensor>	logLikelihoodGradients()
java.util.Map<? extends VariableReference,DoubleTensor>	logLikelihoodGradients(java.util.Map<VariableReference,?> inputs)
java.util.Map<? extends VariableReference,DoubleTensor>	logProbGradients()
java.util.Map<? extends VariableReference,DoubleTensor>	logProbGradients(java.util.Map<VariableReference,?> inputs)

Methods inherited from interface io.improbable.keanu.algorithms.variational.optimizer.ProbabilisticGraph

getLatentVariables, logLikelihood, logLikelihood, logProb, logProb

Method Detail

logProbGradients

java.util.Map<? extends VariableReference,DoubleTensor> logProbGradients(java.util.Map<VariableReference,?> inputs)

logProbGradients

java.util.Map<? extends VariableReference,DoubleTensor> logProbGradients()

logLikelihoodGradients

java.util.Map<? extends VariableReference,DoubleTensor> logLikelihoodGradients(java.util.Map<VariableReference,?> inputs)

logLikelihoodGradients

java.util.Map<? extends VariableReference,DoubleTensor> logLikelihoodGradients()