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Search results for python community detection
community-detection
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python
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44 search results found
Awesome Community Detection
⭐
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
Leidenalg
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509
Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.
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).
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).
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).
Community
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141
A Python implementation of Girvan-Newman algorithm
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)
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
Core_periphery_sbm
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21
Bayesian network models for inferring core-periphery structure
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.
Facebookcommunitydetection
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12
Find community/segment in an attributed graph of Facebook data.
Paican
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11
Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".
Tmoga
⭐
10
Source Code for Paper "Transfer Learning Based Multi-Objective Genetic Algorithm for Dynamic Community Detection" (arxiv: https://arxiv.org/abs/2109.15136)
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.
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Fraud Detection Datagen
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9
Fraud detection data generation with community structure, ready for NebulaGraph.
Community Detect
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8
Community detection using attribute and structural similarities.
Hgn
⭐
8
Hybrid Girvan Newman. Code for the "A Distributed Hybrid Community Detection Methodology for Social Networks" paper.
Rdyn
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8
RDyn: graph benchmark handling community dynamics
Mudcod
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7
MuDCoD: Multi-subject Dynamic Community Detection
Fluid Communities
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7
Fluid Communities: A community detection algorithm
Community Detection Lastfm
⭐
6
Python3, NetworkX, Java, MLlib, Spark, Cassandra, Neo4j 3.0, Gephi, Docker
Memory_community_matching
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6
Matching procedure for tracing communities in temporal data
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
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"
Ugle
⭐
5
Python Framework for An Investigation into Unsupervised GNN Learning Environments
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