SNAP Library 4.1, Developer Reference  2018-07-26 16:30:42
SNAP, a general purpose, high performance system for analysis and manipulation of large networks
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros
n2v.h
Go to the documentation of this file.
1 #ifndef N2V_H
2 #define N2V_H
3 
4 #include "stdafx.h"
5 
6 #include "Snap.h"
7 #include "biasedrandomwalk.h"
8 #include "word2vec.h"
9 
11 void node2vec(PWNet& InNet, const double& ParamP, const double& ParamQ,
12  const int& Dimensions, const int& WalkLen, const int& NumWalks,
13  const int& WinSize, const int& Iter, const bool& Verbose,
14  const bool& OutputWalks, TVVec<TInt, int64>& WalksVV,
15  TIntFltVH& EmbeddingsHV);
16 
18 void node2vec(PWNet& InNet, const double& ParamP, const double& ParamQ,
19  const int& Dimensions, const int& WalkLen, const int& NumWalks,
20  const int& WinSize, const int& Iter, const bool& Verbose,
21  TIntFltVH& EmbeddingsHV);
22 
24 void node2vec(const PNGraph& InNet, const double& ParamP, const double& ParamQ,
25  const int& Dimensions, const int& WalkLen, const int& NumWalks,
26  const int& WinSize, const int& Iter, const bool& Verbose,
27  const bool& OutputWalks, TVVec<TInt, int64>& WalksVV,
28  TIntFltVH& EmbeddingsHV);
29 
31 void node2vec(const PNGraph& InNet, const double& ParamP, const double& ParamQ,
32  const int& Dimensions, const int& WalkLen, const int& NumWalks,
33  const int& WinSize, const int& Iter, const bool& Verbose,
34  TIntFltVH& EmbeddingsHV);
35 
37 void node2vec(const PNEANet& InNet, const double& ParamP, const double& ParamQ,
38  const int& Dimensions, const int& WalkLen, const int& NumWalks,
39  const int& WinSize, const int& Iter, const bool& Verbose,
40  const bool& OutputWalks, TVVec<TInt, int64>& WalksVV,
41  TIntFltVH& EmbeddingsHV);
42 
44 void node2vec(const PNEANet& InNet, const double& ParamP, const double& ParamQ,
45  const int& Dimensions, const int& WalkLen, const int& NumWalks,
46  const int& WinSize, const int& Iter, const bool& Verbose,
47  TIntFltVH& EmbeddingsHV);
48 #endif //N2V_H
node2vec
void node2vec(PWNet &InNet, const double &ParamP, const double &ParamQ, const int &Dimensions, const int &WalkLen, const int &NumWalks, const int &WinSize, const int &Iter, const bool &Verbose, const bool &OutputWalks, TVVec< TInt, int64 > &WalksVV, TIntFltVH &EmbeddingsHV)
Calculates node2vec feature representation for nodes and writes them into EmbeddinsHV, see http://arxiv.org/pdf/1607.00653v1.pdf.
Definition: n2v.cpp:4
TVVec
Definition: ds.h:2223
THash
Definition: hash.h:97
TPt
Definition: bd.h:196