graph-clustering

There are 28 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 2411
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 2255
superpoint_transformer
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 superpoint transformer graph-clustering panoptic-segmentation partitioning 3dv2024 iccv2023
Language:Python 890
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 805
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
542
XiaohangZhan / cdp
Code for our ECCV 2018 work.
face-clustering clustering graph-clustering graph face-recognition
Language:Python 456
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 214
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 133
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
127
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 125
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 markov-clustering network-analysis network-clustering graph-clustering markov-cluster-algorithm mcl
Language:C 101
googlebaba / WWW2020-O2MAC
WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering
graph-clustering graphneuralnetwork multiview
Language:Python 88
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 84
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 82
chinese-whispers
nlpub / chinese-whispers
An implementation of Chinese Whispers in Python.
clustering chinese-whispers graph networkx graph-clustering python
Language:Python 61
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
59
6lyc / CDNMF
Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection" (ICASSP 2024)
community-detection contrastive-learning graph-clustering machine-learning unsupervised-learning icassp python matrix-factorization
Language:Python 39
FilippoMB / Simplifying-Clustering-with-Graph-Neural-Networks
Implementation of "Just Balance GNN" for graph classification and node clustering from the paper "Simplifying Clusterings with Graph Neural Networks".
graph-neural-networks spectral-clustering graph-clustering graph-classification graph-coarsening graph-pooling node-clustering
Language:Python 37
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 31
mims-harvard / crank
Prioritizing network communities
network-analysis network-science prioritization community-detection graph-clustering graph-algorithms
Language:C++ 31
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++ 31
watset-java
nlpub / watset-java
An implementation of the Watset clustering algorithm in Java.
clustering nlp community-detection graph-clustering watset chinese-whispers maxmax markov-clustering semantics fuzzy-clustering graph-embeddings embeddings
Language:Java 29
trneedham / Spectral-Gromov-Wasserstein
Graph matching and clustering by comparing heat kernels via optimal transport.
graph-matching graph-clustering optimal-transport
Language:Python 27
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 23
adityat / fastconsensus
Fast consensus clustering in networks
graph-clustering consensus consensus-clustering community-detection
Language:Jupyter Notebook 22
resolutions-2019
benedekrozemberczki / resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow
21
FilippoMB / Total-variation-graph-neural-networks
Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.
clustering graph-neural-network spectral-clustering graph-clustering total-variation-loss community-detection graph-pooling unsupervised-learning
Language:Python 20
EdisonLeeeee / MAGI
[KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective
graph-clustering graph-contrastive-learning kdd2024
Language:Python 18
kunzhan / SCDGN
ACM MM 2023: Self-contrastive graph diffusion network
clustering contrastive-learning graph-clustering
Language:Python 18
53RT / Highly-Connected-Subgraphs-Clustering-HCS
clustering-algorithm clustering graph-clustering clustering-graph
Language:Python 14
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 14
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 14
pyyush / GraphML
PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks"
clustering gcn graph-clustering graph-convolutional-networks graph-neural-networks
Language:Python 14
Dynamics-of-Neural-Systems-Lab / geometric_clustering
Graph clustering based on dynamic Ollivier-Ricci curvature.
geometry graph-algorithms graph-clustering
Language:Python 13
yisiyu95 / R2FGC
[Accepted by TNNLS] Source Code for Relational Redundancy-Free Graph Clustering
deep-clustering graph-clustering graph-neural-networks graph-representation-learning relational-learning self-supervised-learning
Language:Python 12

graph-clustering

benedekrozemberczki / awesome-community-detection

benedekrozemberczki / karateclub

drprojects / superpoint_transformer

benedekrozemberczki / ClusterGCN

FanzhenLiu / Awesome-Deep-Community-Detection

XiaohangZhan / cdp

yueliu1999 / HSAN

benedekrozemberczki / EdMot

chenxuhao / ReadingList

benedekrozemberczki / LabelPropagation

micans / mcl

googlebaba / WWW2020-O2MAC

benedekrozemberczki / EgoSplitting

MaximPiessen / instagram_network_analysis

nlpub / chinese-whispers

ZhenyuYangMQ / Awesome-Graph-Level-Learning

6lyc / CDNMF

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

gnthibault / Optimisation-Python

mims-harvard / crank

RapidsAtHKUST / ppSCAN

nlpub / watset-java

trneedham / Spectral-Gromov-Wasserstein

waynezhanghk / gacluster

adityat / fastconsensus

benedekrozemberczki / resolutions-2019

FilippoMB / Total-variation-graph-neural-networks

EdisonLeeeee / MAGI

kunzhan / SCDGN

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

ankushbhatia2 / community-detect

chrisPiemonte / url2vec

HipGraph / Force2Vec

pyyush / GraphML

Dynamics-of-Neural-Systems-Lab / geometric_clustering

yisiyu95 / R2FGC