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graph-clustering

Here are 43 public repositories matching this topic...

awesome-community-detection

benedekrozemberczki / awesome-community-detection

A curated list of community detection research papers with implementations.

Updated Mar 16, 2024
Python

karateclub

benedekrozemberczki / karateclub

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

Updated Jul 17, 2024
Python

ClusterGCN

benedekrozemberczki / ClusterGCN

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

Updated Nov 6, 2022
Python

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"

fast lightweight deep-learning efficient point-cloud pytorch transformer partition hierarchical partitioning semantic-segmentation 3d graph-clustering panoptic-segmentation superpoint iccv2023 3dv2024

Updated Nov 14, 2024
Python

XiaohangZhan / cdp

Code for our ECCV 2018 work.

graph clustering face-recognition graph-clustering face-clustering

Updated Sep 15, 2019
Python

yueliu1999 / HSAN

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

machine-learning data-mining deep-learning clustering representation-learning unsupervised-learning network-embedding graph-clustering graph-neural-networks self-supervised-learning deep-clustering contrastive-learning graphclustering

Updated Dec 20, 2022
Python

EdMot

benedekrozemberczki / EdMot

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

Updated Nov 6, 2022
Python

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).

community graph clustering community-detection dataset graph-cut modularity louvain unsupervised-learning propagation graph-partitioning label-propagation graph-clustering fast-greedy randomized-algorithm homophily walktrap probabilistic-clustering

Updated Nov 6, 2022
Python

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

This project is a scalable unified framework for deep graph clustering.

machine-learning data-mining deep-learning graph-clustering graph-attention-networks self-supervised-learning graph-convolutional-neural-networks deep-clustering deep-graph-clustering deep-graph-clustering-framework

Updated Aug 17, 2024
Python

EgoSplitting

benedekrozemberczki / EgoSplitting

A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).

machine-learning deep-learning clustering machine-learning-algorithms community-detection networkx kdd community-detection-algorithm igraph graph-clustering louvain-algorithm fuzzy-clustering ego-network louvain-community-detection louvain-method community-detection-evaluation ego-networks graph-clustering-algorithm fast-clustering persona-graph

Updated Mar 18, 2023
Python

googlebaba / WWW2020-O2MAC

WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering

graph-clustering multiview graphneuralnetwork

Updated Mar 25, 2023
Python

MaximPiessen / instagram_network_analysis

community-detection networkx instagram-scraper graph-visualization network-analysis instagram-analytics instagram-bot graph-clustering girvan-newman louvain-algorithm graph-clustering-algorithm

Updated Sep 28, 2020
Python

chinese-whispers

nlpub / chinese-whispers

An implementation of Chinese Whispers in Python.

python graph clustering networkx graph-clustering chinese-whispers

Updated Oct 11, 2024
Python

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

Tensorflow and Pytorch implementation of "Just Balance GNN" for graph clustering.

graph-clustering spectral-clustering graph-neural-networks

Updated Mar 29, 2023
Python

trneedham / Spectral-Gromov-Wasserstein

Graph matching and clustering by comparing heat kernels via optimal transport.

optimal-transport graph-matching graph-clustering

Updated Dec 8, 2022
Python

FilippoMB / Total-variation-graph-neural-networks

Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.

clustering community-detection unsupervised-learning graph-clustering spectral-clustering graph-neural-network graph-pooling total-variation-loss

Updated Feb 9, 2024
Python

pyyush / GraphML

PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks"

clustering graph-convolutional-networks gcn graph-clustering graph-neural-networks

Updated Mar 25, 2023
Python

ankushbhatia2 / community-detect

Community detection using attribute and structural similarities.

machine-learning pypi community-detection python3 networkx social-computing graph-clustering networkx-graph

Updated Jun 21, 2018
Python

kunzhan / SCDGN

ACM MM 2023: ISelf-contrastive graph diffusion network

clustering graph-clustering contrastive-learning

Updated Aug 3, 2023
Python

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

clustering clustering-algorithm graph-clustering clustering-graph

Updated Mar 11, 2020
Python

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