io.improbable.keanu.vertices.intgr.probabilistic

Interface ProbabilisticInteger

All Superinterfaces:

Observable<IntegerTensor>, Probabilistic<IntegerTensor>, Samplable<IntegerTensor>

All Known Implementing Classes:

BinomialVertex, GeometricVertex, MultinomialVertex, PoissonVertex, UniformIntVertex

public interface ProbabilisticInteger
extends Probabilistic<IntegerTensor>

Method Summary

Modifier and Type	Method and Description
default java.util.Map<Vertex,DoubleTensor>	dLogPmf(int[] values, java.util.Set<Vertex> withRespectTo)
default java.util.Map<Vertex,DoubleTensor>	dLogPmf(IntegerTensor value, java.util.Set<Vertex> withRespectTo)
default java.util.Map<Vertex,DoubleTensor>	dLogPmf(int value, java.util.Set<Vertex> withRespectTo)
default double	logPmf(int value)
default double	logPmf(int[] values)
default double	logPmf(IntegerTensor value)

Methods inherited from interface io.improbable.keanu.vertices.Probabilistic

dLogProb, dLogProb, dLogProbAtValue, dLogProbAtValue, getValue, keepOnlyProbabilisticVertices, logProb, logProbAtValue

Methods inherited from interface io.improbable.keanu.vertices.Observable

getObservedValue, isObserved, observe, unobserve

Methods inherited from interface io.improbable.keanu.vertices.Samplable

sample, sample

Method Detail

logPmf

default double logPmf(int value)

logPmf

default double logPmf(int[] values)

logPmf

default double logPmf(IntegerTensor value)

dLogPmf

default java.util.Map<Vertex,DoubleTensor> dLogPmf(int value,
                                                   java.util.Set<Vertex> withRespectTo)

dLogPmf

default java.util.Map<Vertex,DoubleTensor> dLogPmf(int[] values,
                                                   java.util.Set<Vertex> withRespectTo)

dLogPmf

default java.util.Map<Vertex,DoubleTensor> dLogPmf(IntegerTensor value,
                                                   java.util.Set<Vertex> withRespectTo)