public class SigmoidVertex extends DoubleUnaryOpVertex
inputVertex
ID_GENERATOR
Constructor and Description |
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SigmoidVertex(DoubleVertex inputVertex)
Applies the sigmoid function to a vertex.
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Modifier and Type | Method and Description |
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protected DualNumber |
calculateDualNumber(java.util.Map<Vertex,DualNumber> dualNumbers) |
protected DoubleTensor |
op(DoubleTensor a) |
getDerivedValue, sample
dLogPdf, isProbabilistic, logPdf, observe, updateValue
abs, acos, asin, atan, atan2, ceil, cos, div, div, divideBy, divideBy, dLogPdf, dLogPdf, exp, floor, getDualNumber, getValue, lambda, log, logPdf, logPdf, matrixMultiply, minus, minus, multiply, multiply, observe, observe, pluck, plus, plus, pow, pow, round, setAndCascade, setAndCascade, setValue, setValue, sigmoid, sin, slice, sum, tan, times, times, unaryMinus
dLogProb, logProb
addChild, addParent, addParents, dLogProbAtValue, equals, eval, getChildren, getConnectedGraph, getId, getParents, getRawValue, getShape, getValue, hashCode, hasValue, isObserved, lazyEval, logProbAtValue, observeOwnValue, sample, setAndCascade, setParents, setParents, setValue, unobserve
public SigmoidVertex(DoubleVertex inputVertex)
inputVertex
- the vertexprotected DoubleTensor op(DoubleTensor a)
op
in class DoubleUnaryOpVertex
protected DualNumber calculateDualNumber(java.util.Map<Vertex,DualNumber> dualNumbers)
calculateDualNumber
in class DoubleVertex