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#Cc.mallet.grmm.inference Classes and Interfaces - 44 results found.
NameDescriptionTypePackageFramework
AbstractBeliefPropagationAbstract base class for umplementations of belief propagation for general factor graphs.Classcc.mallet.grmm.inferenceMallet
AbstractBeliefPropagation .AbstractMessageStrategyClasscc.mallet.grmm.inference.AbstractBeliefPropagationMallet
AbstractBeliefPropagation .MaxProductMessageStrategySee Also:Serialized FormFields inherited from class cc.Classcc.mallet.grmm.inference.AbstractBeliefPropagationMallet
AbstractBeliefPropagation .MessageStrategyInterfacecc.mallet.grmm.inference.AbstractBeliefPropagationMallet
AbstractBeliefPropagation .SumProductMessageStrategySee Also:Serialized FormFields inherited from class cc.Classcc.mallet.grmm.inference.AbstractBeliefPropagationMallet
AbstractInferencerAbstract base class for inferencers.Classcc.mallet.grmm.inferenceMallet
AbstractMessageStrategyCreated: May 29, 2005Version:$Id: AbstractMessageStrategy.Classcc.mallet.grmm.inference.gbpMallet
BPRegionGeneratorCreated: May 30, 2005Version:$Id: BPRegionGenerator.Classcc.mallet.grmm.inference.gbpMallet
BruteForceInferencerComputes the joint of a GraphicalModel by brute-force calculation.Classcc.mallet.grmm.inferenceMallet
ClusterVariationalRegionGeneratorCreated: Jun 1, 2005Version:$Id: ClusterVariationalRegionGenerator.Classcc.mallet.grmm.inference.gbpMallet
ClusterVariationalRegionGenerator .BaseRegionComputerInterfacecc.mallet.grmm.inference.gbp.ClusterVariationalRegionGeneratorMallet
ClusterVariationalRegionGenerator .ByFactorRegionComputerRegion computer where each top-level region consists of a single factor node.Classcc.mallet.grmm.inference.gbp.ClusterVariationalRegionGeneratorMallet
ClusterVariationalRegionGenerator .Grid2x2RegionComputerConstructor SummaryClusterVariationalRegionGenerator.Classcc.mallet.grmm.inference.gbp.ClusterVariationalRegionGeneratorMallet
ExactSamplerComputes an exact sample from the distribution of a given factor graph by forming Created: Nov 9, 2005Classcc.mallet.grmm.inferenceMallet
FactorizedRegionA more space-efficient Region class that doesn't maintain a global factor over all assignments to the region.Classcc.mallet.grmm.inference.gbpMallet
FullMessageStrategyA first implementation of MessageStrategy that assumes that a BP region graph Created: May 29, 2005Classcc.mallet.grmm.inference.gbpMallet
GibbsSamplerCreated: Mar 28, 2005Version:$Id: GibbsSampler.Classcc.mallet.grmm.inferenceMallet
InferencerInterface implemented by all inferencers, which are algorithms for computing (perhaps approximately) marginal distributions overInterfacecc.mallet.grmm.inferenceMallet
JunctionTreeDatastructure for a junction tree.Classcc.mallet.grmm.inferenceMallet
JunctionTreeInferencerDoes inference in general graphical models using the Hugin junction tree algorithm.Classcc.mallet.grmm.inferenceMallet
Kikuchi4SquareRegionGeneratorCreated: May 31, 2005Version:$Id: Kikuchi4SquareRegionGenerator.Classcc.mallet.grmm.inference.gbpMallet
LoopyBPThe loopy belief propagation algorithm for approximate inference in general graphical models.Classcc.mallet.grmm.inferenceMallet
MessageArrayEfficiently manages a array of messages in a factor graph from variables to factors and vice versa.Classcc.mallet.grmm.inferenceMallet
MessageArray .ToMsgsIteratorClasscc.mallet.grmm.inference.MessageArrayMallet
MessageStrategyCreated: May 29, 2005Version:$Id: MessageStrategy.Interfacecc.mallet.grmm.inference.gbpMallet
ParentChildGBPCreated: May 27, 2005Version:$Id: ParentChildGBP.Classcc.mallet.grmm.inference.gbpMallet
RandomGraphsUtility class for generating many useful kinds of random graphical Created: Mar 26, 2005Classcc.mallet.grmm.inferenceMallet
RandomGraphs .FactorGeneratorInterfacecc.mallet.grmm.inference.RandomGraphsMallet
RandomGraphs .UniformFactorGeneratorConstructor SummaryRandomGraphs.Classcc.mallet.grmm.inference.RandomGraphsMallet
RegionGraphGeneratorInterface for strategies that construct region graphs from arbitrary graphical models.Interfacecc.mallet.grmm.inference.gbpMallet
ResidualBPA dynamic BP schedule where The loopy belief propagation algorithm for approximate inference inClasscc.mallet.grmm.inferenceMallet
SamplerInterface for methods from sampling the distribution given by a graphical Created: Mar 28, 2005Interfacecc.mallet.grmm.inferenceMallet
SamplingInferencerApproximate inferencer for graphical models using sampling.Classcc.mallet.grmm.inferenceMallet
SparseMessageSenderCreated: Jun 1, 2005Version:$Id: SparseMessageSender.Classcc.mallet.grmm.inference.gbpMallet
TreeBP in trees.Classcc.mallet.grmm.inferenceMallet
TRP in general graphical models.Classcc.mallet.grmm.inferenceMallet
TRP .ConvergenceTerminatorSee Also:Serialized FormConstructor SummaryTRP.Classcc.mallet.grmm.inference.TRPMallet
TRP .DefaultConvergenceTerminatorSee Also:Serialized FormConstructor SummaryTRP.Classcc.mallet.grmm.inference.TRPMallet
TRP .IterationTerminatorSee Also:Serialized FormConstructor SummaryTRP.Classcc.mallet.grmm.inference.TRPMallet
TRP .TerminationConditionInterfacecc.mallet.grmm.inference.TRPMallet
TRP .TreeFactory TRP works by repeatedly doing exact inference over spanning tree of the original graph.Interfacecc.mallet.grmm.inference.TRPMallet
TRP .TreeListFactoryGenerates spanning trees cyclically from a predefined collection.Classcc.mallet.grmm.inference.TRPMallet
UtilsA bunch of static utilities useful for dealing with Inferencers.Classcc.mallet.grmm.inferenceMallet
VariableEliminationThe variable elimination algorithm for inference in graphical Created: Mon Sep 22 17:34:00 2003Classcc.mallet.grmm.inferenceMallet