GitHub topics: graph-clustering

Repositories

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"

Language: Python - Size: 26 MB - Last synced at: 9 days ago - Pushed at: 3 months ago - Stars: 786 - Forks: 102

benedekrozemberczki/awesome-community-detection

A curated list of community detection research papers with implementations.

Language: Python - Size: 2.21 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 2,376 - Forks: 363

6lyc/CDNMF

Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection" (ICASSP 2024)

Language: Python - Size: 37.1 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 35 - Forks: 7

benedekrozemberczki/ClusterGCN

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

Language: Python - Size: 14.2 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 799 - Forks: 136

benedekrozemberczki/karateclub

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

Language: Python - Size: 28 MB - Last synced at: 17 days ago - Pushed at: 11 months ago - Stars: 2,226 - Forks: 252

Marigoldwu/PyDGC

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

Language: Python - Size: 99.7 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 108 - Forks: 13

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.

Language: Jupyter Notebook - Size: 614 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 28 - Forks: 11

nlpub/chinese-whispers

An implementation of Chinese Whispers in Python.

Language: Python - Size: 662 KB - Last synced at: 1 day ago - Pushed at: about 1 month ago - Stars: 60 - Forks: 14

timothewt/AdvancedGraphClustering

Advanced Graph Clustering method documentation and implementation (From Spectral Clustering to Deep Graph Clustering)

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 3

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".

Language: Python - Size: 40 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 34 - Forks: 4

FanzhenLiu/Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Size: 2.04 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 527 - Forks: 95

EdisonLeeeee/MAGI

[KDD 2024] Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective

Language: Python - Size: 1.2 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 16 - Forks: 0

pnnl/cuVite

Multi-GPU Graph Community Detection using CUDA

Language: C++ - Size: 79.1 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 4

benedekrozemberczki/EdMot

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

Language: Python - Size: 1.14 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 133 - Forks: 20

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).

Language: Python - Size: 388 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 124 - Forks: 37

FilippoMB/Total-variation-graph-neural-networks

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

Language: Python - Size: 1.49 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 20 - Forks: 3

DongqiFu/L-MEGA

Local Motif Clustering on Time-Evolving Graphs, KDD 2020

Language: Python - Size: 2.53 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 2

kunzhan/SCDGN

ACM MM 2023: Self-contrastive graph diffusion network

Language: Python - Size: 442 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 0

zxlearningdeep/BMGC

The source code for "Balanced Multi-Relational Graph Clustering" (BMGC) (Accepted by ACM International Conference on Multimedia)

Language: Python - Size: 47.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 3

drod-96/efficient_clustering

Efficient clustering approch to identify optimal heat consumers clusters within the DHNs

Language: Python - Size: 11.7 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

benedekrozemberczki/EgoSplitting

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

Language: Python - Size: 1.58 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 84 - Forks: 18

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.

Language: C - Size: 2.41 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 96 - Forks: 14

benedekrozemberczki/resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 10

benedekrozemberczki/HullCoverConditionedUnitDiskGraph

A generator for unit disk graphs conditioned on concave hull cover.

Language: Python - Size: 13.8 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 2

doctor-phil/analyzing-economic-networks

Tutorial introduction to economic network analysis and graph clustering in python with networkx

Language: Jupyter Notebook - Size: 2.87 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 4

adityat/fastconsensus

Fast consensus clustering in networks

Language: Jupyter Notebook - Size: 603 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 22 - Forks: 13

fork123aniket/Graph-Clustering-using-Graph-Neural-Networks-from-scratch

Implementation of Graph pooling and clustering operation using Graph Neural Networks in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

sg0/nido

Batched Graph Clustering using Louvain Method on multiple GPUs.

Language: C++ - Size: 146 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

trneedham/Spectral-Gromov-Wasserstein

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

Language: Python - Size: 46.5 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 4

rdolor/research-collections

Contains a collection of my experimentations, explorations, and data analysis of random datasets

Language: HTML - Size: 9.73 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

he-tiantian/FSPGA

Algorithm FSPGA published in IEEE TFS (2018)-Graph clustering, community detection, attributed graph, fuzzy clustering, fuzzy graph analytics

Size: 3.86 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

filyp/krakow

Well balanced hierarchical graph clustering

Language: Python - Size: 568 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

yueliu1999/HSAN

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

Language: Python - Size: 1.14 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 252 - Forks: 37

RapidsAtHKUST/ppSCAN

ppSCAN: Parallelizing Pruning-based Graph Structural Clustering (ICPP'18) - by Yulin Che, Shixuan Sun and Prof. Qiong Luo

Language: C++ - Size: 117 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 30 - Forks: 14

juanwulu/admon

✈ ADMON is short for Adaptive Deep Modularity Network, a data-driven graph model which is capable of simultaneously learning airport connections and clustering based on the delay patterns.

Language: Python - Size: 2.54 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

enggiqbal/pubmedviz

Language: C++ - Size: 54.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 2

linhthi/clustering_gnn

Codebase for graph clustering using GNN

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

KrainskiL/CGE.jl

Julia package to Compare Graph Embeddings

Language: Julia - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 5

nlpub/watset-java 📦

An implementation of the Watset clustering algorithm in Java.

Language: Java - Size: 13.7 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 6

cjpcool/SAMGC

The source code of paper "Shared-Attribute Multi-Graph Clustering with Global Self-Attention"

Language: Python - Size: 23.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

sungnyun/Epidemics-Detection-GKG 📦

Real-time and Explainable Detection of Epidemics with Global News Data, ICML 2022 Workshop on Healthcare AI and COVID-19

Language: Python - Size: 7.81 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

leesael/PS-MCL

PS-MCL : Parallel Shotgun Coarsening Markov Clustering for Fast and Efficient Graph Clustering

Language: Java - Size: 89.7 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

ankushbhatia2/community-detect

Community detection using attribute and structural similarities.

Language: Python - Size: 16.6 KB - Last synced at: 20 days ago - Pushed at: almost 7 years ago - Stars: 14 - Forks: 6

googlebaba/WWW2020-O2MAC

WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering

Language: Python - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 76 - Forks: 11

XiaohangZhan/cdp

Code for our ECCV 2018 work.

Language: Python - Size: 2.37 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 450 - Forks: 93

waynezhanghk/gacluster

Graph Agglomerative Clustering Library

Language: MATLAB - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 6

he-tiantian/MISAGA

Algorithm MISAGA published in IEEE TCYB (2017)-Graph clustering, community detection, attributed graph, graph analytics

Size: 5.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 3

xingsumq/community-detection-NSA

The source code of a community detection method for paper "Neighbor Similarity Based Agglomerative Method for Community Detection in Networks".

Language: Python - Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

pyyush/GraphML

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

Language: Python - Size: 533 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 3

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…

Size: 1.28 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 5

mims-harvard/crank

Prioritizing network communities

Language: C++ - Size: 6.94 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 28 - Forks: 7

yisiyu95/R2FGC

[Accepted by TNNLS] Source Code for Relational Redundancy-Free Graph Clustering

Language: Python - Size: 23.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2

RapidsAtHKUST/AccTriCnt

Accelerating All-Edge Common Neighbor Counting on Three Processors (ICPP'19) - By Yulin Che, Zhuohang Lai, Shixuan Sun, Prof. Qiong Luo and Yue Wang

Language: C++ - Size: 2.66 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

simoncharmms/crmrr

We present a new rank-based metric for embedding based Knowledge Graph Completion models.

Language: Python - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

angeligareta/data-mining-overview

Projects developed for the course Data Mining in KTH Royal Institute of Technology, including algorithms to find similar items, discover frequent itemsets, mine graph data streams and analyze graph spectra.

Language: Jupyter Notebook - Size: 6.46 MB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0