isam::ChowLiuTreeInfo Class Reference

#include <ChowLiuTree.h>

List of all members.

Public Member Functions
	ChowLiuTreeInfo (const Eigen::MatrixXd &L, const std::vector< Node * > &nodes)
Eigen::MatrixXd	conditional (int ida, int idb)
Eigen::MatrixXd	joint (int ida, int idb)
Eigen::MatrixXd	marginal (int id)
int	num_nodes ()
Private Attributes
const Eigen::MatrixXd &	_L
const std::vector< Node * > &	_nodes

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Detailed Description

ChowLiuTreeInfo Information for Gaussian distribtuion for chow liu tree

Definition at line 49 of file ChowLiuTree.h.

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Constructor & Destructor Documentation

isam::ChowLiuTreeInfo::ChowLiuTreeInfo	(	const Eigen::MatrixXd &	L,
		const std::vector< Node * > &	nodes
	)		[inline]

Constructor.

Parameters:

L	the information matrix
nodes	the nodes in the information matrix

Definition at line 63 of file ChowLiuTree.h.

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Member Function Documentation

MatrixXd isam::ChowLiuTreeInfo::conditional	(	int	ida,
		int	idb
	)

Conditional distribution

Returns:

Information matrix P(node[ida] | node[idb])

Definition at line 103 of file ChowLiuTree.cpp.

MatrixXd isam::ChowLiuTreeInfo::joint	(	int	ida,
		int	idb
	)

Joint distribution

Returns:

Information matrix P(node[ida], node[idb])

Definition at line 73 of file ChowLiuTree.cpp.

MatrixXd isam::ChowLiuTreeInfo::marginal

(

int

id

)

Marginal distribution

Returns:

Information matrix P(node[id])

Definition at line 48 of file ChowLiuTree.cpp.

int isam::ChowLiuTreeInfo::num_nodes

(

)

[inline]

Definition at line 67 of file ChowLiuTree.h.

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Member Data Documentation

const Eigen::MatrixXd& isam::ChowLiuTreeInfo::_L [private]

Definition at line 53 of file ChowLiuTree.h.

const std::vector<Node *>& isam::ChowLiuTreeInfo::_nodes [private]

Definition at line 54 of file ChowLiuTree.h.

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The documentation for this class was generated from the following files:

• ChowLiuTree.h
• ChowLiuTree.cpp