io.improbable.keanu.vertices.dbl.probabilistic

Interface ProbabilisticDouble

All Superinterfaces:

Observable<DoubleTensor>, Probabilistic<DoubleTensor>, Samplable<DoubleTensor>

All Known Implementing Classes:

BetaVertex, CauchyVertex, ChiSquaredVertex, DirichletVertex, ExponentialVertex, GammaVertex, GaussianVertex, HalfCauchyVertex, HalfGaussianVertex, InverseGammaVertex, KDEVertex, LaplaceVertex, LogisticVertex, LogNormalVertex, MultivariateGaussianVertex, ParetoVertex, SmoothUniformVertex, StudentTVertex, TriangularVertex, UniformVertex

public interface ProbabilisticDouble
extends Probabilistic<DoubleTensor>

Method Summary

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

logPdf

default double logPdf(double value)

logPdf

default double logPdf(double[] values)

logPdf

default double logPdf(DoubleTensor value)

dLogPdf

default java.util.Map<Vertex,DoubleTensor> dLogPdf(double value,
                                                   java.util.Set<Vertex> withRespectTo)

dLogPdf

default java.util.Map<Vertex,DoubleTensor> dLogPdf(double value,
                                                   Vertex... withRespectTo)

dLogPdf

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

dLogPdf

default java.util.Map<Vertex,DoubleTensor> dLogPdf(double[] values,
                                                   Vertex... withRespectTo)

dLogPdf

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

dLogPdf

default java.util.Map<Vertex,DoubleTensor> dLogPdf(DoubleTensor value,
                                                   Vertex... withRespectTo)