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Search results for community detection
community-detection
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86 search results found
Awesome Community Detection
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2,232
A curated list of community detection research papers with implementations.
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Python Louvain
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892
Louvain Community Detection
Clustergcn
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691
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
Communities
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654
Library of community detection algorithms and visualization tools
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Leidenalg
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509
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
Awesome Deep Community Detection
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397
Deep and conventional community detection related papers, implementations, datasets, and tools.
Cdlib
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323
Community Discovery Library
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Louvain Igraph
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229
Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.
Communitydetection
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223
Implements of community detection algorithms
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
C Ms Celeb
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201
A clean version (wash list) of MS-Celeb-1M face dataset, containing 6,464,018 face images of 94,682 celebrities
Graphriccicurvature
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192
A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.
Danmf
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187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Newsrecommender
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144
A news recommendation system tailored for user communities
Community
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141
A Python implementation of Girvan-Newman algorithm
Communitydetection
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138
复杂网络社区发现算法、评价指标、常用数据集整理
Networkanalysis
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136
Java package that provides data structures and algorithms for network analysis.
Edmot
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122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
M Nmf
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119
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
Labelpropagation
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101
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
Teneto
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78
Temporal Network Tools
Egosplitting
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77
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
Gitmodel
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59
machine code+i git matrix + user
Twitterldatopicmodeling
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58
Uses topic modeling to identify context between follower relationships of Twitter users
Vgraph
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43
Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (Neurips 2019)
Overlapping Community Detection
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40
Implementation of "Overlapping Community Detection with Graph Neural Networks"
Time_series_clustering_via_community_detection
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35
Code used in the paper "Time Series Clustering via Community Detection in Networks"
Bigclam Apachespark
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34
Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark
Watset Java
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29
An implementation of the Watset clustering algorithm in Java.
Appliedmathschoollectures
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28
Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo
Gnn4cd
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27
Supervised community detection with line graph neural networks
Pygenstability
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26
PyGenStability: Multiscale community detection with generalized Markov Stability
Fastconsensus
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25
Fast consensus clustering in networks
Netsci Project
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22
Network Analysis for Financial Markets
Core_periphery_sbm
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21
Bayesian network models for inferring core-periphery structure
Crank
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19
Prioritizing network communities
Kdd2022clare
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18
Codes and data for KDD 2022 Research Track paper "CLARE: A Semi-supervised Community Detection Algorithm"
F1 Communities
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16
A novel approach to evaluate community detection algorithms on ground truth
Total Variation Graph Neural Networks
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15
Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.
Modularitypruning
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15
Pruning tool to identify small subsets of network partitions that are significant from the perspective of stochastic block model inference. This method works for single-layer and multi-layer networks, as well as for restricting focus to a fixed number of communities when desired.
Rest Ocd Services
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14
This repository contains the OCD service of WebOCD. In the repository, java based codes of overlapping community detection algorithms (OCDA) can be found.
Facebookcommunitydetection
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12
Find community/segment in an attributed graph of Facebook data.
Signed Community Detection
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12
A tool for community detection and evaluation in weighted networks with positive and negative edges
Watchman
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12
Watchman: An open-source social-media event-detection system
Content Propagation
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12
Community Detection Based on Structure and Content
Communityalg
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12
Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox
Gacluster
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11
Graph Agglomerative Clustering Library
Graph Embedding Techniques
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11
It provides some typical graph embedding techniques based on task-free or task-specific intuitions.
Paican
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11
Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".
Masters_thesis
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10
Computer Science & Engineering Master's Degree Graduation Thesis. Clustering Graphs - Applying a Label Propagation Algorithm to Detect Communities (in academia) in Graph Databases (ArangoDB). Communities were detected, a GraphQL API with NodeJS and Express and a frontend interface with React, TypeScript and CytoscapeJS were built.
Epca
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10
Exploratory Principal Component Analysis
Tmoga
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10
Source Code for Paper "Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection" (arxiv: https://arxiv.org/abs/2109.15136)
Community Graphs
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10
Collection of graphs with communities and ground truth partition
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Linkorgs Software
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9
LinkOrgs: An R package for linking linking records on organizations using half-a-billion open-collaborated records from LinkedIn
Sbm_canonical_mcmc
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9
C++ implementation of a MCMC sampler for the (canonical) SBM
Generalizedlouvain
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9
Implements a generalized Louvain algorithm (C++ backend and Matlab interface)
Gcviz
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9
Community detection algorithms applied to a genes interactions network.
Fraud Detection Datagen
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9
Fraud detection data generation with community structure, ready for NebulaGraph.
Hierarchical Brain Networks
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9
Determining the Hierarchical Architecture of the Human Brain Using Subject-Level Clustering of Functional Networks
Hgn
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8
Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.
Juliacommunity
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8
A julia wrapper for Leiden algorithm to discover and plot the communities of a network.
Rdyn
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8
RDyn: graph benchmark handling community dynamics
Community Detect
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8
Community detection using attribute and structural similarities.
Algorithmic_bias_in_echo_chamber_formation
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7
Computational Social Science Project: "Algorithmic Bias in Echo Chamber Formation".
Fluid Communities
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7
Fluid Communities: A community detection algorithm
Dynamic Stochastic Block Model
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7
MATLAB toolbox for fitting discrete-time dynamic stochastic block models
Mudcod
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7
MuDCoD: Multi-subject Dynamic Community Detection
Rwm
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7
Local Community Detection in Multiple Netwrks
Samudaya
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6
Clojure-based Community Detection library
Spoc
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6
Min_order_picking_path
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6
Order-picking path minimization
Community Detection Lastfm
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6
Python3, NetworkX, Java, MLlib, Spark, Cassandra, Neo4j 3.0, Gephi, Docker
Interactive_intelligent_recommendation_system
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6
community detection or graph clustering approach. The detected communities or clusters. content-based and collaborative filtering recommendation system
Bgll_community_detection
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6
a java implementation of BGLL algorithm
Meetupnetdublin
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6
Discovering communities in meetup.com network in Dublin
Memory_community_matching
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6
Matching procedure for tracing communities in temporal data
Fgcs 2020 Dcd Dynamic Moga
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5
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"
Louvain
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5
Louvain community detection
Community Detection With Bigclam
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5
This project has implementation of BIGCLAM (Cluster Affiliation Model for Big Networks) Algorithm to detect overlapping communities in a given network.
Ugle
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5
Python Framework for An Investigation into Unsupervised GNN Learning Environments
Wmw
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5
A fast heuristic algorithm for community detection in large-scale complex networks.
Twitter Network Analysis
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5
Directed network analysis, for a twitter data source
1-86 of 86 search results
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