Graph Class Reference

Graph represents a given diffusion network structure. More...

#include "include/Graph.h"

Classes
struct	Node
	Defines a single node object. More...
struct	Parameter
	The parameter of the pairwise Weibull distribution for the respective diffusion time. More...

Public Member Functions
	Graph (const std::string &graph_filename, unsigned num_nodes, bool reverse)
	The constructor. More...
	~Graph ()
void	PrintWeibullFormatNetwork ()
	Prints the edges of the loaded diffusion network structure. More...
void	SampleEdgeWeightWbl ()
	Samples the pairwise diffusion time from the corresponding Weibull distribution. More...
std::pair< unsigned, unsigned >	MaximumOutDegree ()
	Gets the node with the maximum degree. More...

Public Attributes
unsigned	N
	The total number of nodes of a diffusion network. More...
std::vector< Node >	nodes
	The set of nodes of the given diffusion network. More...
std::map< unsigned, std::map< unsigned, float > >	edge_weight
	edge_weight[i][j] stores a sampled diffusion time from node \(i\) to node \(j\). More...
std::map< unsigned, std::map< unsigned, Parameter > >	edge_parameter
	edge_parameter[i][j] stores the parameter of the Weibull distribution along the edge from node \(i\) to node \(j\). More...

Detailed Description

Graph represents a given diffusion network structure.

Definition at line 17 of file Graph.h.

Constructor & Destructor Documentation

Graph::Graph ( const std::string &  graph_filename, unsigned  num_nodes, bool  reverse  )

inline

The constructor.

Parameters

[in]	graph_filename	the filename of the input diffusion network.
[in]	num_nodes	the total number of nodes in a diffusion network.
[in]	reverse	whether the edge direction should be reversed or not.

Definition at line 61 of file Graph.h.

Graph::~Graph ( )

inline

Definition at line 66 of file Graph.h.

Member Function Documentation

std::pair< unsigned, unsigned > Graph::MaximumOutDegree

(

)

Gets the node with the maximum degree.

Returns

the node with the maximum degree and the degree value.

Definition at line 139 of file Graph.cc.

void Graph::PrintWeibullFormatNetwork

(

)

Prints the edges of the loaded diffusion network structure.

The output format is defined as: node index \(i\),node index \(j\),edge_parameter[i][j].scale,edge_parameter[i][j].shape

Definition at line 16 of file Graph.cc.

void Graph::SampleEdgeWeightWbl

(

)

Samples the pairwise diffusion time from the corresponding Weibull distribution.

Definition at line 124 of file Graph.cc.

Member Data Documentation

std::map<unsigned, std::map<unsigned, Parameter> > Graph::edge_parameter

edge_parameter[i][j] stores the parameter of the Weibull distribution along the edge from node \(i\) to node \(j\).

Definition at line 79 of file Graph.h.

std::map<unsigned, std::map<unsigned, float> > Graph::edge_weight

edge_weight[i][j] stores a sampled diffusion time from node \(i\) to node \(j\).

Definition at line 75 of file Graph.h.

unsigned Graph::N

The total number of nodes of a diffusion network.

Definition at line 52 of file Graph.h.

std::vector<Node> Graph::nodes

The set of nodes of the given diffusion network.

Definition at line 71 of file Graph.h.

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

• /Users/nandu/Development/MultiVariatePointProcess/include/Graph.h
• /Users/nandu/Development/MultiVariatePointProcess/src/Graph.cc