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Search results for graph community detection

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21 search results found

Karateclub ⭐ 1,950

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

Clustergcn ⭐ 691

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

Communities ⭐ 654

Library of community detection algorithms and visualization tools

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Graphriccicurvature ⭐ 192

A python library to compute the graph Ricci curvature and Ricci flow on NetworkX graph.

Community ⭐ 141

A Python implementation of Girvan-Newman algorithm

Labelpropagation ⭐ 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).

Official code for "vGraph: A Generative Model for Joint CommunityDetection and Node Representation Learning" (Neurips 2019)

Overlapping Community Detection ⭐ 40

Implementation of "Overlapping Community Detection with Graph Neural Networks"

Watset Java ⭐ 29

An implementation of the Watset clustering algorithm in Java.

Supervised community detection with line graph neural networks

Communityalg ⭐ 12

Algorithms and functions in Matlab for community detection in networks. Expands BrainConnectivity toolbox

Signed Community Detection ⭐ 12

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

Implementation of "Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure".

Graph Embedding Techniques ⭐ 11

It provides some typical graph embedding techniques based on task-free or task-specific intuitions.

Community Graphs ⭐ 10

Collection of graphs with communities and ground truth partition

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

RDyn: graph benchmark handling community dynamics

Fluid Communities ⭐ 7

Fluid Communities: A community detection algorithm

Interactive_intelligent_recommendation_system ⭐ 6

community detection or graph clustering approach. The detected communities or clusters. content-based and collaborative filtering recommendation system

Python Framework for An Investigation into Unsupervised GNN Learning Environments

Louvain community detection

Twitter Network Analysis ⭐ 5

Directed network analysis, for a twitter data source

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