io.improbable.keanu.vertices.dbl

Class Differentiator

java.lang.Object

io.improbable.keanu.vertices.dbl.Differentiator

public class Differentiator
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
Differentiator()

Method Summary

Modifier and Type	Method and Description
static <V extends Vertex & Differentiable> PartialsWithRespectTo	forwardModeAutoDiff(V wrt, java.util.Collection<V> of)
static <V extends Vertex & Differentiable> PartialsWithRespectTo	forwardModeAutoDiff(V wrt, V... of)
static PartialsOf	reverseModeAutoDiff(Vertex<?> ofVertex, PartialDerivative dWrtOfVertex, java.util.Set<? extends Vertex<?>> wrt)
static PartialsOf	reverseModeAutoDiff(Vertex ofVertex, java.util.Set<? extends Vertex<?>> wrt)
static PartialsOf	reverseModeAutoDiff(Vertex ofVertex, Vertex<?>... wrt)

Methods inherited from class java.lang.Object

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

Constructor Detail

Differentiator

public Differentiator()

Method Detail

forwardModeAutoDiff

public static <V extends Vertex & Differentiable> PartialsWithRespectTo forwardModeAutoDiff(V wrt,
                                                                                            V... of)

forwardModeAutoDiff

public static <V extends Vertex & Differentiable> PartialsWithRespectTo forwardModeAutoDiff(V wrt,
                                                                                            java.util.Collection<V> of)

reverseModeAutoDiff

public static PartialsOf reverseModeAutoDiff(Vertex ofVertex,
                                             java.util.Set<? extends Vertex<?>> wrt)

reverseModeAutoDiff

public static PartialsOf reverseModeAutoDiff(Vertex ofVertex,
                                             Vertex<?>... wrt)

reverseModeAutoDiff

public static PartialsOf reverseModeAutoDiff(Vertex<?> ofVertex,
                                             PartialDerivative dWrtOfVertex,
                                             java.util.Set<? extends Vertex<?>> wrt)