infer

Type Members

1. trait ClusterGraphInfer extends AnyRef

   

   Provides inference functionality in a cluster graph.

2. case class LoopyBP(clusterGraph: ClusterGraph, threshold: Double = 0.00001) extends ClusterGraphInfer with Product with Serializable

   

   Loopy BP calibration and inference in a cluster graph, presented in 'Daphne Koller, Nir Friedman.

   Loopy BP calibration and inference in a cluster graph, presented in 'Daphne Koller, Nir Friedman. Probabilistic Graphical Models, Principles and Techniques, 2009' book.

   clusterGraph

   threshold

   Maximum absolute difference between old and new corresponding messages in a cluster graph, before calibration is completed

3. trait MessageOrder extends AnyRef

   

   Specifies order of clusters in which messages are sent for a single iteration of Belief Propagation.