louvain topic

List louvain repositories

communities

701
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Library of community detection algorithms and visualization tools

ClusterGCN

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A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

EdMot

131
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An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

karateclub

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Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

louvain-igraph

239
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Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.

LabelPropagation

115
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A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

newman

55
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14
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Quickly analyze and explore email with advanced analytics and visualization.

signed-community-detection

22
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A tool for community detection and evaluation in weighted networks with positive and negative edges

lobzik

46
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Lobzik is a Gradle plugin for helping to modularise large Android codebases. It uses Louvain algorithm to analyze class dependencies and rank deduced modules based on their conductance score.

gficf

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20
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An R implementation of the Gene Frequency - Inverse Cell Frequency method for single cell data normalization