public class DoubleCPTVertex extends DoubleVertex implements Differentiable, NonProbabilistic<DoubleTensor>, NonSaveableVertex
Constructor and Description |
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DoubleCPTVertex(java.util.List<Vertex<? extends Tensor<java.lang.Boolean>>> inputs,
java.util.Map<CPTCondition,DoubleVertex> conditions,
DoubleVertex defaultResult) |
Modifier and Type | Method and Description |
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DoubleTensor |
calculate() |
PartialDerivative |
forwardModeAutoDifferentiation(java.util.Map<Vertex,PartialDerivative> derivativeOfParentsWithRespectToInput) |
java.util.Map<Vertex,PartialDerivative> |
reverseModeAutoDifferentiation(PartialDerivative derivativeOfOutputWithRespectToSelf) |
abs, acos, asin, atan, atan2, ceil, concat, cos, div, div, divideBy, divideBy, equalTo, exp, floor, getValue, greaterThan, greaterThanOrEqualTo, lambda, lambda, lessThan, lessThanOrEqualTo, loadValue, log, logGamma, matrixDeterminant, matrixInverse, matrixMultiply, max, min, minus, minus, multiply, multiply, notEqualTo, observe, observe, permute, plus, plus, pow, pow, reshape, reverseDiv, reverseMinus, round, saveValue, setAndCascade, setAndCascade, setValue, setValue, setWithMask, setWithMask, sigmoid, sin, slice, sum, sum, take, tan, times, times, toGreaterThanMask, toGreaterThanMask, toGreaterThanOrEqualToMask, toGreaterThanOrEqualToMask, toInteger, toLessThanMask, toLessThanMask, toLessThanOrEqualToMask, toLessThanOrEqualToMask, unaryMinus
addChild, addParent, addParents, equals, eval, getChildren, getConnectedGraph, getDegree, getId, getIndentation, getLabel, getObservedValue, getParents, getRank, getReference, getShape, getState, getValue, hashCode, hasValue, isDifferentiable, isObserved, isProbabilistic, lazyEval, observe, observeOwnValue, print, print, removeLabel, save, setAndCascade, setLabel, setLabel, setParents, setParents, setState, setValue, toString, unobserve
clone, finalize, getClass, notify, notifyAll, wait, wait, wait
withRespectToSelf
contradictsObservation
getObservedValue, isObserved, observe, unobserve
public DoubleCPTVertex(java.util.List<Vertex<? extends Tensor<java.lang.Boolean>>> inputs, java.util.Map<CPTCondition,DoubleVertex> conditions, DoubleVertex defaultResult)
public DoubleTensor calculate()
calculate
in interface NonProbabilistic<DoubleTensor>
public PartialDerivative forwardModeAutoDifferentiation(java.util.Map<Vertex,PartialDerivative> derivativeOfParentsWithRespectToInput)
forwardModeAutoDifferentiation
in interface Differentiable
public java.util.Map<Vertex,PartialDerivative> reverseModeAutoDifferentiation(PartialDerivative derivativeOfOutputWithRespectToSelf)
reverseModeAutoDifferentiation
in interface Differentiable