io.improbable.keanu.algorithms

Interface PosteriorSamplingAlgorithm

All Known Implementing Classes:

Hamiltonian, MetropolisHastings, NUTS

public interface PosteriorSamplingAlgorithm

Method Summary

Modifier and Type	Method and Description
default NetworkSamples	getPosteriorSamples(BayesianNetwork bayesianNetwork, int sampleCount)
NetworkSamples	getPosteriorSamples(BayesianNetwork bayesNet, java.util.List<? extends Vertex> verticesToSampleFrom, int sampleCount)
default NetworkSamples	getPosteriorSamples(BayesianNetwork bayesianNetwork, Vertex vertexToSampleFrom, int sampleCount)

Method Detail

getPosteriorSamples

default NetworkSamples getPosteriorSamples(BayesianNetwork bayesianNetwork,
                                           Vertex vertexToSampleFrom,
                                           int sampleCount)

getPosteriorSamples

NetworkSamples getPosteriorSamples(BayesianNetwork bayesNet,
                                   java.util.List<? extends Vertex> verticesToSampleFrom,
                                   int sampleCount)

getPosteriorSamples

default NetworkSamples getPosteriorSamples(BayesianNetwork bayesianNetwork,
                                           int sampleCount)