Python implementation of Newman's spectral methods to maximize modularity.
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Updated
Apr 29, 2019 - Python
Python implementation of Newman's spectral methods to maximize modularity.
TILES: an algorithm for community discovery in dynamic social networks
DEMON: a local-first discovery method for overlapping communities.
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
Super.Complex is a supervised machine learning algorithm for community detection in networks. It learns information from known communities and uses this information to find new communities on the network.
Code necessary to reproduce the experimentation presented in "A Multi-Objective Genetic Algorithm for Detecting Dynamic Communities using a Local Search driven Immigrant’s Scheme"
Eva: Community Discovery for Labeled Graphs (networkx implementation)
Repository to reproduce "Cascade-based Echo Chamber Detection" accepted at CIKM2022
A python script for detecting communities in graphs using the clique percolation method.
Reinforcement learning community detection method using known communities
A Python implementation of improved Label Propagation Algorithm.
Similarity Project
This Repository contains series of python programs for simulations of Schelling Model i.e. each node in a grid must satisfy threshold neighbourhood property.
APAL: Adjacency Propagation Algorithm for overlapping community detection
Fast consensus clustering in networks
[TKDD'23] Demo code of the paper entitled "Towards a Better Trade-Off between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs", which has been accepted by ACM TKDD
This repository provides classic clustering algorithms and various internal cluster quality validation metrics and also visualization capabilities to analyse the clustering results
Dissimilarity Measure for community detection
FilWordNet web portal — a language resource for Filipino and Philippine English built from text analysis network science and natural language processing
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