pygrank: A Python package for graph node ranking.

Emmanouil Krasanakis Symeon Papadopoulos Ioannis Kompatsiaris Andreas L. Symeonidis

Published in: SoftwareX (2022)

Keyphrases

graph structure
directed graph
betweenness centrality
link analysis
ranking algorithm
finding the shortest path
random walk
complex networks
nodes of a graph
edge weights

undirected graph
graph model
structured data
open source
ranking functions
path length
programming language
pagerank algorithm
web graph

web search
tree structure
weighted graph
open source software
strongly connected
graph theory
markov random walk
mutual reinforcement
clustering algorithm

learning to rank
connected components
object oriented programming
graph representation
root node
graph mining
directed acyclic graph
graph matching
web pages