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#Cc.mallet.grmm.inference Classes and Interfaces - 44 results found.
| Name | Description | Type | Package | Framework |
| AbstractBeliefPropagation | Abstract base class for umplementations of belief propagation for general factor graphs. | Class | cc.mallet.grmm.inference | Mallet |
| AbstractBeliefPropagation .AbstractMessageStrategy | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet | |
| AbstractBeliefPropagation .MaxProductMessageStrategy | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
| AbstractBeliefPropagation .MessageStrategy | Interface | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet | |
| AbstractBeliefPropagation .SumProductMessageStrategy | See Also:Serialized FormFields inherited from class cc. | Class | cc.mallet.grmm.inference.AbstractBeliefPropagation | Mallet |
| AbstractInferencer | Abstract base class for inferencers. | Class | cc.mallet.grmm.inference | Mallet |
| AbstractMessageStrategy | Created: May 29, 2005Version:$Id: AbstractMessageStrategy. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| BPRegionGenerator | Created: May 30, 2005Version:$Id: BPRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| BruteForceInferencer | Computes the joint of a GraphicalModel by brute-force calculation. | Class | cc.mallet.grmm.inference | Mallet |
| ClusterVariationalRegionGenerator | Created: Jun 1, 2005Version:$Id: ClusterVariationalRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| ClusterVariationalRegionGenerator .BaseRegionComputer | Interface | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet | |
| ClusterVariationalRegionGenerator .ByFactorRegionComputer | Region computer where each top-level region consists of a single factor node. | Class | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet |
| ClusterVariationalRegionGenerator .Grid2x2RegionComputer | Constructor SummaryClusterVariationalRegionGenerator. | Class | cc.mallet.grmm.inference.gbp.ClusterVariationalRegionGenerator | Mallet |
| ExactSampler | Computes an exact sample from the distribution of a given factor graph by forming Created: Nov 9, 2005 | Class | cc.mallet.grmm.inference | Mallet |
| FactorizedRegion | A more space-efficient Region class that doesn't maintain a global factor over all assignments to the region. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| FullMessageStrategy | A first implementation of MessageStrategy that assumes that a BP region graph Created: May 29, 2005 | Class | cc.mallet.grmm.inference.gbp | Mallet |
| GibbsSampler | Created: Mar 28, 2005Version:$Id: GibbsSampler. | Class | cc.mallet.grmm.inference | Mallet |
| Inferencer | Interface implemented by all inferencers, which are algorithms for computing (perhaps approximately) marginal distributions over | Interface | cc.mallet.grmm.inference | Mallet |
| JunctionTree | Datastructure for a junction tree. | Class | cc.mallet.grmm.inference | Mallet |
| JunctionTreeInferencer | Does inference in general graphical models using the Hugin junction tree algorithm. | Class | cc.mallet.grmm.inference | Mallet |
| Kikuchi4SquareRegionGenerator | Created: May 31, 2005Version:$Id: Kikuchi4SquareRegionGenerator. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| LoopyBP | The loopy belief propagation algorithm for approximate inference in general graphical models. | Class | cc.mallet.grmm.inference | Mallet |
| MessageArray | Efficiently manages a array of messages in a factor graph from variables to factors and vice versa. | Class | cc.mallet.grmm.inference | Mallet |
| MessageArray .ToMsgsIterator | Class | cc.mallet.grmm.inference.MessageArray | Mallet | |
| MessageStrategy | Created: May 29, 2005Version:$Id: MessageStrategy. | Interface | cc.mallet.grmm.inference.gbp | Mallet |
| ParentChildGBP | Created: May 27, 2005Version:$Id: ParentChildGBP. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| RandomGraphs | Utility class for generating many useful kinds of random graphical Created: Mar 26, 2005 | Class | cc.mallet.grmm.inference | Mallet |
| RandomGraphs .FactorGenerator | Interface | cc.mallet.grmm.inference.RandomGraphs | Mallet | |
| RandomGraphs .UniformFactorGenerator | Constructor SummaryRandomGraphs. | Class | cc.mallet.grmm.inference.RandomGraphs | Mallet |
| RegionGraphGenerator | Interface for strategies that construct region graphs from arbitrary graphical models. | Interface | cc.mallet.grmm.inference.gbp | Mallet |
| ResidualBP | A dynamic BP schedule where The loopy belief propagation algorithm for approximate inference in | Class | cc.mallet.grmm.inference | Mallet |
| Sampler | Interface for methods from sampling the distribution given by a graphical Created: Mar 28, 2005 | Interface | cc.mallet.grmm.inference | Mallet |
| SamplingInferencer | Approximate inferencer for graphical models using sampling. | Class | cc.mallet.grmm.inference | Mallet |
| SparseMessageSender | Created: Jun 1, 2005Version:$Id: SparseMessageSender. | Class | cc.mallet.grmm.inference.gbp | Mallet |
| TreeBP | in trees. | Class | cc.mallet.grmm.inference | Mallet |
| TRP | in general graphical models. | Class | cc.mallet.grmm.inference | Mallet |
| TRP .ConvergenceTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
| TRP .DefaultConvergenceTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
| TRP .IterationTerminator | See Also:Serialized FormConstructor SummaryTRP. | Class | cc.mallet.grmm.inference.TRP | Mallet |
| TRP .TerminationCondition | Interface | cc.mallet.grmm.inference.TRP | Mallet | |
| TRP .TreeFactory | TRP works by repeatedly doing exact inference over spanning tree of the original graph. | Interface | cc.mallet.grmm.inference.TRP | Mallet |
| TRP .TreeListFactory | Generates spanning trees cyclically from a predefined collection. | Class | cc.mallet.grmm.inference.TRP | Mallet |
| Utils | A bunch of static utilities useful for dealing with Inferencers. | Class | cc.mallet.grmm.inference | Mallet |
| VariableElimination | The variable elimination algorithm for inference in graphical Created: Mon Sep 22 17:34:00 2003 | Class | cc.mallet.grmm.inference | Mallet |