ep

Type Members

1. trait EP extends AnyRef

   

   Expectation Propagation Bayesian Inferece algorithm by Thomas Minka.

   Expectation Propagation Bayesian Inferece algorithm by Thomas Minka.

   Thomas P Minka. A family of algorithms for approximate Bayesian inference, 2001 Christopher M. Bishop. Pattern Recognition and Machine Learning (Information Science and Statistics), 2009

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

   

   Default implementation of the Expectation Propagation Bayesian Inference algorithm.

   Default implementation of the Expectation Propagation Bayesian Inference algorithm.

   threshold

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

3. trait MessageOrder extends AnyRef

   

   Defines the order of messages that are sent between nodes in a factor graph during calibration process.