treeep.h File Reference

Defines class TreeEP, which implements Tree Expectation Propagation. More...

#include <dai/dai_config.h>
#include <vector>
#include <string>
#include <dai/daialg.h>
#include <dai/varset.h>
#include <dai/regiongraph.h>
#include <dai/factorgraph.h>
#include <dai/clustergraph.h>
#include <dai/weightedgraph.h>
#include <dai/jtree.h>
#include <dai/properties.h>
#include <dai/enum.h>

Go to the source code of this file.

Classes
class	dai::TreeEP
	Approximate inference algorithm "Tree Expectation Propagation" [MiQ04]. More...
struct	dai::TreeEP::Properties
	Parameters for TreeEP. More...
class	dai::TreeEP::TreeEPSubTree
	Stores the data structures needed to efficiently update the approximation of an off-tree factor. More...

Namespaces
	dai
	Namespace for libDAI.

Detailed Description

Defines class TreeEP, which implements Tree Expectation Propagation.

Todo:

Clean up the TreeEP code (exploiting that a large part of the code is just a special case of JTree).