Uses of Interface
cc.mallet.grmm.inference.Inferencer

Packages that use Inferencer

cc.mallet.grmm.inference
cc.mallet.grmm.inference.gbp
cc.mallet.grmm.learning
cc.mallet.grmm.learning.extract
cc.mallet.grmm.types
cc.mallet.grmm.util

Uses of Inferencer in cc.mallet.grmm.inference

Classes in cc.mallet.grmm.inference that implement Inferencer

class	AbstractBeliefPropagation Abstract base class for umplementations of belief propagation for general factor graphs.
class	AbstractInferencer Abstract base class for inferencers.
class	BruteForceInferencer Computes the joint of a GraphicalModel by brute-force calculation.
class	JunctionTreeInferencer Does inference in general graphical models using the Hugin junction tree algorithm.
class	LoopyBP The loopy belief propagation algorithm for approximate inference in general graphical models.
class	ResidualBP A dynamic BP schedule where The loopy belief propagation algorithm for approximate inference in general graphical models.
class	SamplingInferencer Approximate inferencer for graphical models using sampling.
class	TreeBP Implements the tree-based schedule of belief propagation for exact inference in trees.
class	TRP Implementation of Wainwright's TRP schedule for loopy BP in general graphical models.
class	VariableElimination The variable elimination algorithm for inference in graphical models.

Methods in cc.mallet.grmm.inference that return Inferencer

static Inferencer	ResidualBP.createForMaxProduct()
static Inferencer	LoopyBP.createForMaxProduct()
Inferencer	Inferencer.duplicate()
Inferencer	AbstractInferencer.duplicate()

Methods in cc.mallet.grmm.inference with parameters of type Inferencer

static double[]	Utils.allL1MarginalDistance(FactorGraph mdl, Inferencer inf1, Inferencer inf2)
static double	Utils.avgL1MarginalDistance(FactorGraph mdl, Inferencer inf1, Inferencer inf2)
static double	Utils.localMagnetization(Inferencer inferencer, Variable var)
static double	Utils.lookupMinusLogZ(FactorGraph mdl, Inferencer inf) Returns ths value of -log Z in mdl according to the given inferencer.
static double	Utils.maxL1MarginalDistance(FactorGraph mdl, Inferencer inf1, Inferencer inf2)

Uses of Inferencer in cc.mallet.grmm.inference.gbp

Classes in cc.mallet.grmm.inference.gbp that implement Inferencer

class

ParentChildGBP Created: May 27, 2005

Uses of Inferencer in cc.mallet.grmm.learning

Fields in cc.mallet.grmm.learning declared as Inferencer

protected Inferencer

ACRF.MaximizableACRF.inferencer

Methods in cc.mallet.grmm.learning that return Inferencer

Inferencer	ACRF.getInferencer()
Inferencer	ACRF.getViterbiInferencer()

Methods in cc.mallet.grmm.learning with parameters of type Inferencer

void	ACRF.setInferencer(Inferencer inf)
void	ACRF.setViterbiInferencer(Inferencer inf)

Uses of Inferencer in cc.mallet.grmm.learning.extract

Methods in cc.mallet.grmm.learning.extract with parameters of type Inferencer

ACRFExtractorTrainer	ACRFExtractorTrainer.setInferencer(Inferencer inferencer)
ACRFExtractorTrainer	ACRFExtractorTrainer.setViterbiInferencer(Inferencer viterbiInferencer)

Uses of Inferencer in cc.mallet.grmm.types

Methods in cc.mallet.grmm.types with parameters of type Inferencer

static Factor

Factors.asFactor(Inferencer inf) Adapter that allows an Inferencer to be treated as if it were a factor.

Uses of Inferencer in cc.mallet.grmm.util

Methods in cc.mallet.grmm.util with parameters of type Inferencer

static Assignment

Models.bestAssignment(FactorGraph mdl, Inferencer inf) Returns the highest-score Assignment in a model according to a given inferencer.