io.improbable.keanu.distributions.discrete

Class Bernoulli

java.lang.Object

io.improbable.keanu.distributions.discrete.Bernoulli

All Implemented Interfaces:

Distribution<BooleanTensor>

public class Bernoulli
extends java.lang.Object
implements Distribution<BooleanTensor>

Method Summary

Modifier and Type	Method and Description
DoubleTensor	dLogProb(BooleanTensor x)
DoubleTensor	logProb(BooleanTensor x)
static DoubleVertex	logProbGraph(BooleanPlaceholderVertex x, DoublePlaceholderVertex probTrue)
BooleanTensor	sample(long[] shape, KeanuRandom random)
static Bernoulli	withParameters(DoubleTensor probTrue)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

withParameters

public static Bernoulli withParameters(DoubleTensor probTrue)

sample

public BooleanTensor sample(long[] shape,
                            KeanuRandom random)

Specified by:

sample in interface Distribution<BooleanTensor>

logProb

public DoubleTensor logProb(BooleanTensor x)

Specified by:

logProb in interface Distribution<BooleanTensor>

logProbGraph

public static DoubleVertex logProbGraph(BooleanPlaceholderVertex x,
                                        DoublePlaceholderVertex probTrue)

dLogProb

public DoubleTensor dLogProb(BooleanTensor x)