graph-clustering

There are 23 repositories under graph-clustering topic.

awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2266
karateclub
benedekrozemberczki / karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec graph2vec supervised-learning sklearn networkx-graph scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Language:Python 2085
ClusterGCN
benedekrozemberczki / ClusterGCN
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn graph-convolution graph-neural-networks graph-convolutional-networks deepwalk node2vec pytorch graphsage graph2vec musae gemsec diff2vec community-detection clustering graph-clustering node-classification neural-network deep-learning metis louvain
Language:Python 774
XiaohangZhan / cdp
Code for our ECCV 2018 work.
face-clustering clustering graph-clustering graph face-recognition
Language:Python 453
FanzhenLiu / Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
community-detection graph-neural-network deep-learning deep-neural-network network-representation-learning graph-clustering survey network-embedding graph-embedding awesome data-mining graph-neural-networks
433
drprojects / superpoint_transformer
Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalable 3D Panoptic Segmentation As Superpoint Graph Clustering"
3d deep-learning efficient fast hierarchical lightweight partition point-cloud pytorch semantic-segmentation speed superpoint superpoint-graphs transformer point-cloud-segmentation graph-clustering panoptic-segmentation partitioning
Language:Python 394
yueliu1999 / HSAN
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
clustering data-mining deep-clustering deep-learning graph-clustering graph-neural-networks graphclustering machine-learning network-embedding representation-learning self-supervised-learning unsupervised-learning contrastive-learning
Language:Python 252
EdMot
benedekrozemberczki / EdMot
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
louvain community-detection graph-clustering networkx graph-partitioning gemsec deepwalk graph2vec deep-learning motif network-motif graph-motif graph-deco graph-algorithm igraph node2vec graph-embedding network-embedding gcn gnn
Language:Python 131
benedekrozemberczki / LabelPropagation
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
fast-greedy graph community homophily label-propagation walktrap louvain community-detection graph-partitioning modularity randomized-algorithm graph-clustering graph-cut unsupervised-learning probabilistic-clustering propagation clustering dataset
Language:Python 114
chenxuhao / ReadingList
Papers on Graph Analytics, Mining, and Learning
graph graph-neural-networks graph-algorithms graph-mining graph-pattern-mining graph-pattern-matching graph-machine-learning graph-sampling graph-analytics random-walk parallel-computing hardware-accelerators graph-partitioning graph-clustering graph-databases graph-theory graph-coarsening graph-querying
112
EgoSplitting
benedekrozemberczki / EgoSplitting
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
community-detection graph-clustering community-detection-algorithm community-detection-evaluation ego-network ego-networks networkx louvain-community-detection louvain-algorithm louvain-method graph-clustering-algorithm kdd clustering fuzzy-clustering deep-learning machine-learning machine-learning-algorithms igraph fast-clustering persona-graph
Language:Python 81
googlebaba / WWW2020-O2MAC
WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering
graph-clustering graphneuralnetwork multiview
Language:Python 80
mcl
micans / mcl
MCL, the Markov Cluster algorithm, also known as Markov Clustering, is a method and program for clustering weighted or simple networks, a.k.a. graphs.
clustering graph-clustering markov-cluster-algorithm markov-clustering mcl network-analysis network-clustering
Language:C 75
Marigoldwu / A-Unified-Framework-for-Deep-Attribute-Graph-Clustering
This project is a scalable unified framework for deep graph clustering.
deep-clustering graph-clustering deep-learning graph-attention-networks graph-convolutional-neural-networks self-supervised-learning deep-graph-clustering data-mining deep-graph-clustering-framework machine-learning
Language:Python 73
MaximPiessen / instagram_network_analysis
network-analysis instagram-bot instagram-scraper instagram-analytics networkx community-detection graph-visualization graph-clustering graph-clustering-algorithm louvain-algorithm girvan-newman
Language:Python 73
chinese-whispers
nlpub / chinese-whispers
An implementation of Chinese Whispers in Python.
chinese-whispers clustering graph graph-clustering networkx python
Language:Python 57
ZhenyuYangMQ / Awesome-Graph-Level-Learning
Awesome graph-level learning methods. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in graph representation learning, graph regression and graph classification to join this project as contribut…
deep-learning graph-datasets graph-neural-networks graph-pooling graph-level-learning graph-classification graph-clustering graph-regression edge-level-learning node-level-learning
35
RapidsAtHKUST / ppSCAN
ppSCAN: Parallelizing Pruning-based Graph Structural Clustering (ICPP'18) - by Yulin Che, Shixuan Sun and Prof. Qiong Luo
graph-clustering parallel-computing multi-core vectorization knl
Language:C++ 30
FilippoMB / Simplifying-Clustering-with-Graph-Neural-Networks
Tensorflow and Pytorch implementation of "Just Balance GNN" for graph clustering.
graph-clustering graph-neural-networks spectral-clustering
Language:Python 29
mims-harvard / crank
Prioritizing network communities
network-analysis network-science prioritization community-detection graph-clustering graph-algorithms
Language:C++ 28
watset-java
nlpub / watset-java
An implementation of the Watset clustering algorithm in Java.
chinese-whispers clustering community-detection embeddings fuzzy-clustering graph-clustering graph-embeddings markov-clustering maxmax nlp semantics watset
Language:Java 28
adityat / fastconsensus
Fast consensus clustering in networks
graph-clustering consensus consensus-clustering community-detection
22
trneedham / Spectral-Gromov-Wasserstein
Graph matching and clustering by comparing heat kernels via optimal transport.
graph-matching graph-clustering optimal-transport
Language:Python 22
resolutions-2019
benedekrozemberczki / resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
machine-learning deep-learning graph-convolutional-networks gcn graph-clustering network-embedding node-embedding graph-embedding network-science pytorch tensorflow scipy sklearn attention-mechanism deepwalk node2vec graph-classification node-classification graph-kernel resolution
20
FilippoMB / Total-variation-graph-neural-networks
Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.
clustering community-detection graph-clustering graph-neural-network graph-pooling spectral-clustering total-variation-loss unsupervised-learning
Language:Python 20
gnthibault / Optimisation-Python
A set of notebooks related to convex optimization, variational inference and numerical methods for signal processing, machine learning, deep learning, graph analysis, bayesian programming, statistics or astronomy.
machine-learning deep-learning bayesian-statistics signal-processing convex-optimization variational-inference variational-autoencoder normalizing-flows proximal-algorithms graph-algorithms graph-clustering graph-convolutional-networks
Language:Jupyter Notebook 20
waynezhanghk / gacluster
Graph Agglomerative Clustering Library
clustering image-clustering spectral-clustering graph-clustering community-detection fashion-mnist mnist agglomerative-clustering hierarchical-clustering deep-clustering clustering-evaluation k-means unsupervised-learning spectral-clustering-algorithm dbscan
Language:MATLAB 20
ankushbhatia2 / community-detect
Community detection using attribute and structural similarities.
community-detection graph-clustering networkx networkx-graph social-computing machine-learning python3 pypi
Language:Python 14
chrisPiemonte / url2vec
Graph clustering and Node embeddings with word2vec
graph-embedding word-embeddings graph-clustering clustering text-clustering nlp crawler random-walk bachelor-thesis word2vec
Language:Python 13
53RT / Highly-Connected-Subgraphs-Clustering-HCS
clustering-algorithm clustering graph-clustering clustering-graph
Language:Python 12
HipGraph / Force2Vec
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
network-embedding graph-embedding node-classification link-prediction graph-representation-learning graph-clustering scalable-graph-embedding graph-visualization
Language:Python 12
pyyush / GraphML
PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks"
graph-neural-networks graph-convolutional-networks graph-clustering gcn clustering
Language:Python 12
kuxn / graph-clustering
Parallel graph partitioning
parallel-computing graph-theory graph-clustering graph-partitioning lanczos
Language:C++ 10
DongqiFu / L-MEGA
Local Motif Clustering on Time-Evolving Graphs, KDD' 2020
graph-clustering motifs
Language:Python 9
KrainskiL / CGE.jl
Julia package to Compare Graph Embeddings
graph-embeddings julia graph-clustering cli
Language:Julia 9
Pavlmits / PinkPony
Mining from git history with Pink Pony!
java mining-software-repositories git graph-clustering java-11 hacktoberfest
Language:Java 9

graph-clustering

benedekrozemberczki / awesome-community-detection

benedekrozemberczki / karateclub

benedekrozemberczki / ClusterGCN

XiaohangZhan / cdp

FanzhenLiu / Awesome-Deep-Community-Detection

drprojects / superpoint_transformer

yueliu1999 / HSAN

benedekrozemberczki / EdMot

benedekrozemberczki / LabelPropagation

chenxuhao / ReadingList

benedekrozemberczki / EgoSplitting

googlebaba / WWW2020-O2MAC

micans / mcl

Marigoldwu / A-Unified-Framework-for-Deep-Attribute-Graph-Clustering

MaximPiessen / instagram_network_analysis

nlpub / chinese-whispers

ZhenyuYangMQ / Awesome-Graph-Level-Learning

RapidsAtHKUST / ppSCAN

FilippoMB / Simplifying-Clustering-with-Graph-Neural-Networks

mims-harvard / crank

nlpub / watset-java

adityat / fastconsensus

trneedham / Spectral-Gromov-Wasserstein

benedekrozemberczki / resolutions-2019

FilippoMB / Total-variation-graph-neural-networks

gnthibault / Optimisation-Python

waynezhanghk / gacluster

ankushbhatia2 / community-detect

chrisPiemonte / url2vec

53RT / Highly-Connected-Subgraphs-Clustering-HCS

HipGraph / Force2Vec

pyyush / GraphML

kuxn / graph-clustering

DongqiFu / L-MEGA

KrainskiL / CGE.jl

Pavlmits / PinkPony