daialg.h File Reference

Defines the general interface for inference methods in libDAI (classes InfAlg, DaiAlg<>, DaiAlgFG and DaiAlgRG). More...

#include <string>
#include <iostream>
#include <vector>
#include <dai/factorgraph.h>
#include <dai/regiongraph.h>
#include <dai/cobwebgraph.h>
#include <dai/properties.h>

Go to the source code of this file.

Classes
class	dai::InfAlg
	InfAlg is an abstract base class, defining the common interface of all inference algorithms in libDAI. More...
class	dai::DAIAlg< GRM >
	Combines the abstract base class InfAlg with a graphical model (e.g., a FactorGraph or RegionGraph). More...

Namespaces
	dai
	Namespace for libDAI.

Typedefs
typedef DAIAlg< FactorGraph >	dai::DAIAlgFG
	Base class for inference algorithms that operate on a FactorGraph. More...
typedef DAIAlg< RegionGraph >	dai::DAIAlgRG
	Base class for inference algorithms that operate on a RegionGraph. More...
typedef DAIAlg< CobwebGraph >	dai::DAIAlgCG
	Base class for GLC that operates on CobwebGraph. More...

Functions
Factor	dai::calcMarginal (const InfAlg &obj, const VarSet &vs, bool reInit)
	Calculates the marginal probability distribution for vs using inference algorithm obj. More...
vector< Factor >	dai::calcPairBeliefs (const InfAlg &obj, const VarSet &vs, bool reInit, bool accurate=false)
	Calculates beliefs for all pairs of variables in vs using inference algorithm obj. More...
std::vector< size_t >	dai::findMaximum (const InfAlg &obj)
	Calculates the joint state of all variables that has maximum probability, according to the inference algorithm obj. More...

Detailed Description

Defines the general interface for inference methods in libDAI (classes InfAlg, DaiAlg<>, DaiAlgFG and DaiAlgRG).