edu.ub.guillermoblascojimenez.gmx

ClusterGraph

abstract class ClusterGraph extends Serializable

Represents a cluster graph structure where vertex are set of variables and a factor with this scope and edges the intersection of connected vertex.

Ref: Probabilistic Graphical Models, Daphne Koller and Nir Friedman, Definition 10.1 (page 346)

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Instance Constructors

  1. new ClusterGraph()

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Abstract Value Members

  1. abstract def calibrated(maxIters: Int = 10, epsilon: Double = 0.1): ClusterGraph

    Calibrates the marginals of the graph

  2. abstract def countClusters(): Long

    Counts the number of clusters in the graph

  3. abstract def factors(): Set[Factor]

    Factors contained in the graph

  4. abstract val graph: Graph[Factor, Set[Variable]]

    Underlying raw graph

  5. abstract def map(maxIterations: Int = 10, epsilon: Double = 0.1): ClusterGraph

    Calibrates MAPs of the graph

  6. abstract def normalized(): ClusterGraph

    Normalizes the cluster grpah factors

  7. abstract def variables(): Set[Variable]

    Complete set of variables of the graph

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