CRAN/E | node2vec

node2vec

Algorithmic Framework for Representational Learning on Graphs

Installation

About

Given any graph, the 'node2vec' algorithm can learn continuous feature representations for the nodes, which can then be used for various downstream machine learning tasks.The techniques are detailed in the paper "node2vec: Scalable Feature Learning for Networks" by Aditya Grover, Jure Leskovec(2016),available at .

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2021-01-14 1207 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks node2vec results

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Maintainer

Maintainer

Yang Tian

tianyang1211@126.com

Authors

Yang Tian

aut / cre

Xu Li

aut

Jing Ren

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

data.table
igraph
word2vec
rlist
dplyr
vctrs
vegan