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Type Members

1. case class EPSummary(iterNum: Int, msgNum: Long) extends Product with Serializable

   

   Expectation Propagation execution summary.

   Expectation Propagation execution summary.

   iterNum

   The total number of iterations, after which the EP algorithm has reached the convergence criteria

   msgNum

   The total number of messages sent, after which the EP algorithm has reached the convergence criteria

2. case class ForwardBackwardEPCalibrate(factorGraph: FactorGraph, threshold: Double = 0.00001) extends Product with Serializable

   

   Calibrates factor graph with forward-backward passes over all factor and variable nodes.

   Calibrates factor graph with forward-backward passes over all factor and variable nodes.

   factorGraph

   Factor graph to be calibrated

   threshold

   Calibration criteria: the maximum absolute difference between old and new corresponding messages on a factor graph