Name | Description | Type | Package | Framework |
AbstractBeliefPropagation | Abstract base class for umplementations of belief propagation for general factor graphs. | Class | cc.mallet.grmm.inference | Mallet |
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AbstractBeliefPropagation .AbstractMessageStrategy | | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
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AbstractBeliefPropagation .MaxProductMessageStrategy | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
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AbstractBeliefPropagation .MessageStrategy | | Interface | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
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AbstractBeliefPropagation .SumProductMessageStrategy | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
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AbstractInferencer | Abstract base class for inferencers. | Class | cc.mallet.grmm.inference | Mallet |
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AbstractMessageStrategy | Created: May 29, 2005Version:$Id: AbstractMessageStrategy. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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BPRegionGenerator | Created: May 30, 2005Version:$Id: BPRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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BruteForceInferencer | Computes the joint of a GraphicalModel by brute-force calculation. | Class | cc.mallet.grmm.inference | Mallet |
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ClusterVariationalRegionGenerator | Created: Jun 1, 2005Version:$Id: ClusterVariationalRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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ClusterVariationalRegionGenerator .BaseRegionComputer | | Interface | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet |
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ClusterVariationalRegionGenerator .ByFactorRegionComputer | Region computer where each top-level region consists of a single factor node. | Class | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet |
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ClusterVariationalRegionGenerator .Grid2x2RegionComputer | Constructor SummaryClusterVariationalRegionGenerator. | Class | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet |
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ExactSampler | Computes an exact sample from the distribution of a given factor graph by forming Created: Nov 9, 2005 | Class | cc.mallet.grmm.inference | Mallet |
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FactorizedRegion | A more space-efficient Region class that doesn't maintain a global factor over all assignments to the region. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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FullMessageStrategy | A first implementation of MessageStrategy that assumes that a BP region graph Created: May 29, 2005 | Class | cc.mallet.grmm.inference.gbp | Mallet |
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GibbsSampler | Created: Mar 28, 2005Version:$Id: GibbsSampler. | Class | cc.mallet.grmm.inference | Mallet |
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Inferencer | Interface implemented by all inferencers, which are algorithms for computing (perhaps approximately) marginal distributions over | Interface | cc.mallet.grmm.inference | Mallet |
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JunctionTree | Datastructure for a junction tree. | Class | cc.mallet.grmm.inference | Mallet |
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JunctionTreeInferencer | Does inference in general graphical models using the Hugin junction tree algorithm. | Class | cc.mallet.grmm.inference | Mallet |
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Kikuchi4SquareRegionGenerator | Created: May 31, 2005Version:$Id: Kikuchi4SquareRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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LoopyBP | The loopy belief propagation algorithm for approximate inference in general graphical models. | Class | cc.mallet.grmm.inference | Mallet |
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MessageArray | Efficiently manages a array of messages in a factor graph from variables to factors and vice versa. | Class | cc.mallet.grmm.inference | Mallet |
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MessageArray .ToMsgsIterator | | Class | cc.mallet.grmm.inference.MessageArray | Mallet |
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MessageStrategy | Created: May 29, 2005Version:$Id: MessageStrategy. | Interface | cc.mallet.grmm.inference.gbp | Mallet |
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ParentChildGBP | Created: May 27, 2005Version:$Id: ParentChildGBP. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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RandomGraphs | Utility class for generating many useful kinds of random graphical Created: Mar 26, 2005 | Class | cc.mallet.grmm.inference | Mallet |
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RandomGraphs .FactorGenerator | | Interface | cc.mallet.grmm.inference.RandomGraphs | Mallet |
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RandomGraphs .UniformFactorGenerator | Constructor SummaryRandomGraphs. | Class | cc.mallet.grmm.inference.RandomGraphs | Mallet |
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RegionGraphGenerator | Interface for strategies that construct region graphs from arbitrary graphical models. | Interface | cc.mallet.grmm.inference.gbp | Mallet |
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ResidualBP | A dynamic BP schedule where The loopy belief propagation algorithm for approximate inference in | Class | cc.mallet.grmm.inference | Mallet |
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Sampler | Interface for methods from sampling the distribution given by a graphical Created: Mar 28, 2005 | Interface | cc.mallet.grmm.inference | Mallet |
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SamplingInferencer | Approximate inferencer for graphical models using sampling. | Class | cc.mallet.grmm.inference | Mallet |
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SparseMessageSender | Created: Jun 1, 2005Version:$Id: SparseMessageSender. | Class | cc.mallet.grmm.inference.gbp | Mallet |
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TreeBP | in trees. | Class | cc.mallet.grmm.inference | Mallet |
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TRP | in general graphical models. | Class | cc.mallet.grmm.inference | Mallet |
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TRP .ConvergenceTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
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TRP .DefaultConvergenceTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
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TRP .IterationTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
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TRP .TerminationCondition | | Interface | cc.mallet.grmm.inference.TRP | Mallet |
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TRP .TreeFactory | TRP works by repeatedly doing exact inference over spanning tree of the original graph. | Interface | cc.mallet.grmm.inference.TRP | Mallet |
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TRP .TreeListFactory | Generates spanning trees cyclically from a predefined collection. | Class | cc.mallet.grmm.inference.TRP | Mallet |
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Utils | A bunch of static utilities useful for dealing with Inferencers. | Class | cc.mallet.grmm.inference | Mallet |
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VariableElimination | The variable elimination algorithm for inference in graphical Created: Mon Sep 22 17:34:00 2003 | Class | cc.mallet.grmm.inference | Mallet |