emalg.h File Reference

Defines classes related to Expectation Maximization (EMAlg, ParameterEstimation, CondProbEstimation and SharedParameters) More...

#include <vector>
#include <map>
#include <dai/factor.h>
#include <dai/daialg.h>
#include <dai/evidence.h>
#include <dai/index.h>
#include <dai/properties.h>

Go to the source code of this file.

Classes
class	dai::ParameterEstimation
	Base class for parameter estimation methods. More...
class	dai::CondProbEstimation
	Estimates the parameters of a conditional probability table, using pseudocounts. More...
class	dai::SharedParameters
	Represents a single factor or set of factors whose parameters should be estimated. More...
class	dai::MaximizationStep
	A MaximizationStep groups together several parameter estimation tasks (SharedParameters objects) into a single unit. More...
class	dai::EMAlg
	EMAlg performs Expectation Maximization to learn factor parameters. More...

Namespaces
	dai
	Namespace for libDAI.

Detailed Description

Defines classes related to Expectation Maximization (EMAlg, ParameterEstimation, CondProbEstimation and SharedParameters)

Todo:

Implement parameter estimation for undirected models / factor graphs.