io.improbable.keanu

Class Keanu.Optimizer

java.lang.Object

io.improbable.keanu.Keanu.Optimizer

Enclosing class:

Keanu

public static class Keanu.Optimizer
extends java.lang.Object

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
class	Keanu.Optimizer.Gradient
class	Keanu.Optimizer.NonGradient

Constructor Summary

Constructors

Constructor and Description
Optimizer()

Method Summary

Modifier and Type	Method and Description
Optimizer	of(BayesianNetwork network) Creates an Optimizer which provides methods for optimizing the values of latent variables of the Bayesian network to maximise probability.
Optimizer	of(java.util.Collection<? extends Vertex> vertices) Creates a Bayesian network from the given vertices and uses this to create an Optimizer.
Optimizer	ofConnectedGraph(Vertex<?> vertexFromNetwork) Creates a Bayesian network from the graph connected to the given vertex and uses this to create an Optimizer.

Methods inherited from class java.lang.Object

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

Constructor Detail

Optimizer

public Optimizer()

Method Detail

of

public Optimizer of(java.util.Collection<? extends Vertex> vertices)

Creates a Bayesian network from the given vertices and uses this to create an Optimizer. This provides methods for optimizing the values of latent variables of the Bayesian network to maximise probability.

Parameters:

vertices - The vertices to create a Bayesian network from.

Returns:

an Optimizer

of

public Optimizer of(BayesianNetwork network)

Creates an Optimizer which provides methods for optimizing the values of latent variables of the Bayesian network to maximise probability.

Parameters:

network - The Bayesian network to run optimization on.

Returns:

an Optimizer

ofConnectedGraph

public Optimizer ofConnectedGraph(Vertex<?> vertexFromNetwork)

Creates a Bayesian network from the graph connected to the given vertex and uses this to create an Optimizer. This provides methods for optimizing the values of latent variables of the Bayesian network to maximise probability.

Parameters:

vertexFromNetwork - A vertex in the graph to create the Bayesian network from.

Returns:

an Optimizer