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A single jar with all the Cognitive Foundry components.
/*
* File: RecursiveBayesianEstimator.java
* Authors: Kevin R. Dixon
* Company: Sandia National Laboratories
* Project: Cognitive Foundry
*
* Copyright Apr 13, 2010, Sandia Corporation.
* Under the terms of Contract DE-AC04-94AL85000, there is a non-exclusive
* license for use of this work by or on behalf of the U.S. Government.
* Export of this program may require a license from the United States
* Government. See CopyrightHistory.txt for complete details.
*
*/
package gov.sandia.cognition.statistics.bayesian;
import gov.sandia.cognition.annotation.PublicationReference;
import gov.sandia.cognition.annotation.PublicationType;
import gov.sandia.cognition.learning.algorithm.IncrementalLearner;
import gov.sandia.cognition.statistics.Distribution;
/**
* A recursive Bayesian estimator is an estimation method that uses the
* previous belief of the system parameter and a single observation to refine
* the estimate of the system parameter.
* @param
* Type of observations incorporated by the model
* @param
* Type of parameter that we are estimating
* @param
* Belief distribution of the parameter
* @author Kevin R. Dixon
* @since 3.0
*/
@PublicationReference(
author="Wikipedia",
title="Recursive Bayesian estimation",
type=PublicationType.WebPage,
year=2010,
url="http://en.wikipedia.org/wiki/Recursive_Bayesian_estimation"
)
public interface RecursiveBayesianEstimator>
extends BayesianEstimator,
IncrementalLearner
{
}