io.improbable.keanu.vertices.dbl

Interface Differentiable

All Known Implementing Classes:

AdditionVertex, ArcCosVertex, ArcSinVertex, ArcTan2Vertex, ArcTanVertex, BetaVertex, BooleanPlaceholderVertex, CauchyVertex, ChiSquaredVertex, ConcatenationVertex, ConstantDoubleVertex, CosVertex, DifferenceVertex, DirichletVertex, DivisionVertex, DoubleBinaryOpLambda, DoubleCPTVertex, DoubleIfVertex, DoublePlaceholderVertex, DoubleProxyVertex, DoubleUnaryOpLambda, ExponentialVertex, ExpVertex, GammaVertex, GaussianVertex, HalfCauchyVertex, HalfGaussianVertex, IntegerPlaceholderVertex, InverseGammaVertex, KDEVertex, LaplaceVertex, LogGammaVertex, LogisticVertex, LogNormalVertex, LogVertex, MatrixDeterminantVertex, MatrixInverseVertex, MatrixMultiplicationVertex, MaxVertex, MinVertex, MultiplicationVertex, MultivariateGaussianVertex, ParetoVertex, PermuteVertex, PowerVertex, ReduceVertex, ReshapeVertex, SigmoidVertex, SinVertex, SliceVertex, SmoothUniformVertex, StudentTVertex, SumVertex, TakeVertex, TanVertex, TriangularVertex, UniformVertex

public interface Differentiable

Method Summary

Modifier and Type	Method and Description
default PartialDerivative	forwardModeAutoDifferentiation(java.util.Map<Vertex,PartialDerivative> derivativeOfParentsWithRespectToInput)
default java.util.Map<Vertex,PartialDerivative>	reverseModeAutoDifferentiation(PartialDerivative derivativeOfOutputWithRespectToSelf)
static PartialDerivative	withRespectToSelf(long[] shape)

Method Detail

forwardModeAutoDifferentiation

default PartialDerivative forwardModeAutoDifferentiation(java.util.Map<Vertex,PartialDerivative> derivativeOfParentsWithRespectToInput)

withRespectToSelf

static PartialDerivative withRespectToSelf(long[] shape)

reverseModeAutoDifferentiation

default java.util.Map<Vertex,PartialDerivative> reverseModeAutoDifferentiation(PartialDerivative derivativeOfOutputWithRespectToSelf)