graph-clustering · GitHub Topics

benedekrozemberczki / awesome-community-detection

#计算机科学#A curated list of community detection research papers with implementations.

graph-clustering network-clustering clustering dimensionality-reduction factorization embedding 深度学习 matrix-factorization igraph networkx network-science social-network network-analysis node2vec deepwalk unsupervised-learning 数据科学机器学习 community-detection

Python 2.38 k

1 年前

benedekrozemberczki / karateclub

#计算机科学#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 机器学习 unsupervised-learning gcn node2vec graph2vec supervised-learning scikit-learn graph-embedding network-embedding node-embedding

Python 2.23 k

1 年前

benedekrozemberczki / ClusterGCN

#计算机科学#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 community-detection clustering graph-clustering 神经网络深度学习 louvain

Python 799

3 年前

drprojects / superpoint_transformer

#计算机科学#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 深度学习 efficient fast lightweight Point cloud PyTorch semantic-segmentation superpoint transformer graph-clustering panoptic-segmentation iccv2023

Python 793

3 个月前

FanzhenLiu / Awesome-Deep-Community-Detection

#计算机科学#Deep and conventional community detection related papers, implementations, datasets, and tools.

community-detection graph-neural-network 深度学习深度神经网络 graph-clustering survey network-embedding graph-embedding Awesome Lists data-mining graph-neural-networks

530

1 年前

XiaohangZhan / cdp

#人脸识别#Code for our ECCV 2018 work.

face-clustering clustering graph-clustering graph face-recognition

Python 453

6 年前

yueliu1999 / HSAN

#计算机科学#[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

clustering data-mining 深度学习 graph-clustering graph-neural-networks 机器学习 network-embedding representation-learning self-supervised-learning unsupervised-learning contrastive-learning

Python 215

2 年前

benedekrozemberczki / EdMot

#计算机科学#An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

louvain community-detection graph-clustering networkx deepwalk graph2vec 深度学习 motif igraph node2vec graph-embedding network-embedding gcn gnn

Python 133

3 年前

chenxuhao / ReadingList

Papers on Graph Analytics, Mining, and Learning

graph graph-neural-networks graph-algorithms graph-analytics random-walk parallel-computing graph-clustering graph-theory

126

3 年前

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).

graph community louvain community-detection modularity graph-clustering unsupervised-learning propagation clustering dataset

Python 125

3 年前

Marigoldwu / PyDGC

#计算机科学#A Unified Library for Deep Graph Clustering

graph-clustering 深度学习 graph-attention-networks self-supervised-learning data-mining 机器学习

Python 110

21 天前

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 network-analysis network-clustering graph-clustering

C 98

1 年前

googlebaba / WWW2020-O2MAC

WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering

graph-clustering

Python 87

2 年前

benedekrozemberczki / EgoSplitting

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

community-detection graph-clustering networkx clustering 深度学习机器学习 igraph

Python 84

2 年前

MaximPiessen / instagram_network_analysis

network-analysis instagram-bot instagram-scraper networkx community-detection graph-visualization graph-clustering

Python 82

5 年前

nlpub / chinese-whispers

An implementation of Chinese Whispers in Python.

clustering graph networkx graph-clustering Python

Python 60

1 个月前

ZhenyuYangMQ / Awesome-Graph-Level-Learning

#计算机科学#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...

深度学习 graph-neural-networks graph-clustering

9 个月前

6lyc / CDNMF

#计算机科学#Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection" (ICASSP 2024)

community-detection contrastive-learning graph-clustering 机器学习 unsupervised-learning Python matrix-factorization

Python 35

25 天前

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

Python 34

2 个月前

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

C++ 31

5 年前