16 results found Sort:

benedekrozemberczki
awesome-community-detection benedekrozemberczki
362
2.3k
cc0-1.0
110
A curated list of community detection research papers with implementations.
igraph bigclam deepwalk networkx node2vec embedding clustering data-science deep-learning factorization social-network network-science graph-clustering machine-learning network-analysis network-clustering community-detection matrix-factorization unsupervised-learning dimensionality-reduction
Created 2018-10-10
481 commits to master branch, last one 9 months ago
benedekrozemberczki
karateclub benedekrozemberczki
247
2.2k
gpl-3.0
40
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
gcn 2vec scikit louvain sklearn deepwalk networkx node2vec graph2vec networkx-graph node-embedding graph-embedding network-science graph-clustering machine-learning label-propagation network-embedding community-detection supervised-learning unsupervised-learning
Created 2019-12-05
2,319 commits to master branch, last one 5 months ago
benedekrozemberczki
ClusterGCN benedekrozemberczki
136
788
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one 2 years ago
drprojects
superpoint_transformer drprojects
82
686
mit
12
Official PyTorch implementation of Superpoint Transformer introduced in [ICCV'23] "Efficient 3D Semantic Segmentation with Superpoint Transformer" and SuperCluster introduced in [3DV'24 Oral] "Scalabl...
3d fast 3dv2024 pytorch iccv2023 efficient partition superpoint lightweight point-cloud transformer hierarchical partitioning deep-learning graph-clustering panoptic-segmentation semantic-segmentation
Created 2023-06-15
102 commits to master branch, last one 15 days ago
FanzhenLiu
Awesome-Deep-Community-Detection FanzhenLiu
94
509
mit
6
Deep and conventional community detection related papers, implementations, datasets, and tools.
survey awesome data-mining deep-learning graph-embedding graph-clustering network-embedding community-detection deep-neural-network graph-neural-network graph-neural-networks network-representation-learning
Created 2020-06-24
154 commits to master branch, last one 11 months ago
yueliu1999
HSAN yueliu1999
37
259
unknown
14
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
clustering data-mining deep-learning deep-clustering graphclustering graph-clustering machine-learning network-embedding contrastive-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2022-11-29
15 commits to main branch, last one 2 years ago
benedekrozemberczki
EdMot benedekrozemberczki
19
133
gpl-3.0
5
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
gcn gnn motif gemsec igraph louvain deepwalk networkx node2vec graph2vec graph-deco graph-motif deep-learning network-motif graph-algorithm graph-embedding graph-clustering network-embedding graph-partitioning community-detection
Created 2019-07-30
80 commits to master branch, last one 2 years ago
chenxuhao
ReadingList chenxuhao
21
123
unknown
10
Papers on Graph Analytics, Mining, and Learning
graph random-walk graph-mining graph-theory graph-querying graph-sampling graph-analytics graph-databases graph-algorithms graph-clustering graph-coarsening graph-partitioning parallel-computing graph-pattern-mining graph-neural-networks hardware-accelerators graph-machine-learning graph-pattern-matching
Created 2020-04-15
99 commits to master branch, last one 2 years ago
benedekrozemberczki
LabelPropagation benedekrozemberczki
37
122
gpl-3.0
6
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
graph dataset louvain walktrap community graph-cut homophily clustering modularity fast-greedy propagation graph-clustering label-propagation graph-partitioning community-detection randomized-algorithm unsupervised-learning probabilistic-clustering
Created 2018-02-12
69 commits to master branch, last one 2 years ago
Marigoldwu
A-Unified-Framework-for-Deep-Attribute-Graph-Clustering Marigoldwu
12
102
mit
1
This project is a scalable unified framework for deep graph clustering.
data-mining deep-learning deep-clustering graph-clustering machine-learning deep-graph-clustering graph-attention-networks self-supervised-learning deep-graph-clustering-framework graph-convolutional-neural-networks
Created 2023-04-28
77 commits to main branch, last one 4 days ago
micans
mcl micans
13
94
other
5
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.
mcl clustering graph-clustering network-analysis markov-clustering network-clustering markov-cluster-algorithm
Created 2021-04-08
275 commits to main branch, last one 10 months ago
benedekrozemberczki
EgoSplitting benedekrozemberczki
18
86
gpl-3.0
6
A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).
kdd igraph networkx clustering ego-network ego-networks deep-learning persona-graph louvain-method fast-clustering fuzzy-clustering graph-clustering machine-learning louvain-algorithm community-detection graph-clustering-algorithm louvain-community-detection machine-learning-algorithms community-detection-algorithm community-detection-evaluation
Created 2019-03-12
80 commits to master branch, last one about a year ago
googlebaba
WWW2020-O2MAC googlebaba
12
83
unknown
3
WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering
multiview graph-clustering graphneuralnetwork
Created 2020-03-06
10 commits to master branch, last one 4 years ago
nlpub
chinese-whispers nlpub
13
59
mit
6
An implementation of Chinese Whispers in Python.
graph python networkx clustering chinese-whispers graph-clustering
Created 2018-01-02
293 commits to master branch, last one 24 days ago
ZhenyuYangMQ
Awesome-Graph-Level-Learning ZhenyuYangMQ
8
51
mit
2
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 repr...
deep-learning graph-pooling graph-datasets graph-clustering graph-regression edge-level-learning node-level-learning graph-classification graph-level-learning graph-neural-networks
Created 2023-01-12
40 commits to main branch, last one 2 months ago
FilippoMB
Simplifying-Clustering-with-Graph-Neural-Networks FilippoMB
4
32
mit
2
Tensorflow and Pytorch implementation of "Just Balance GNN" for graph clustering.
graph-clustering spectral-clustering graph-neural-networks
Created 2022-07-17
20 commits to main branch, last one about a year ago