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karateclub

benedekrozemberczki /karateclub

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

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

UpdatedJul 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).

deep-learning neural-network clustering community-detection pytorch deepwalk louvain metis graph-convolutional-networks gcn graph-clustering node2vec node-classification graphsage graph-neural-networks graph2vec diff2vec gemsec musae graph-convolution

UpdatedNov 6, 2022
Python

shobrook /communities

Library of graph clustering algorithms

community graph graph-algorithms community-detection louvain bron-kerbosch-algorithm spectral-clustering girvan-newman-algorithm

UpdatedNov 4, 2023
Python

vtraag /louvain-igraph

Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.

community-detection louvain louvain-algorithm

UpdatedSep 4, 2024
C++

EdMot

benedekrozemberczki /EdMot

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

deep-learning community-detection motif deepwalk networkx louvain igraph network-embedding graph-partitioning gcn graph-clustering node2vec graph-embedding graph-algorithm graph2vec gemsec gnn network-motif graph-motif graph-deco

UpdatedNov 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

UpdatedNov 6, 2022
Python

Sotera /newman

Quickly analyze and explore email with advanced analytics and visualization.

javascript css python search html flask dashboard email tika mitie forensics louvain entity-extraction tangelo

UpdatedOct 5, 2021
JavaScript

Mishkun /lobzik

Lobzik is a Gradle plugin for helping to modularise large Android codebases. It uses Louvain algorithm to analyze class dependencies and rank deduced modules based on their conductance score.

android gradle-plugin gephi louvain modularization

UpdatedOct 6, 2024
Kotlin

pouyaesm /signed-community-detection

A tool for community detection and evaluation in weighted networks with positive and negative edges

graph clustering community-detection signed louvain louvain-algorithm

UpdatedMay 26, 2024
Java

SINr-Embeddings /sinr

The SINr approach to train interpretable word and graph embeddings

machine-learning community-detection network-science louvain network-embedding interpretability word-embedding node-embedding 2vec

UpdatedFeb 27, 2025
Jupyter Notebook

dibbelab /gficf

An R implementation of the Gene Frequency - Inverse Cell Frequency method for single cell data normalization

tf-idf louvain umap single-cell-rna-seq single-cell-analysis rcppparallel phenograph jaccard-coefficient idetify-active-pathways single-cell-clustering gf-icf

UpdatedOct 27, 2022
C++

pucca09 /Louvain

Louvain algorithm, community detection, ,scala

UpdatedSep 6, 2017
Scala

esclear /louvain-leiden

Implementation of the Louvain and Leiden community detection algorithms.

graph-algorithms community-detection python3 louvain leiden

UpdatedDec 10, 2023
Jupyter Notebook

giorgiodema /EchoChambers

Mapping Echo Chambers In Large Networks

twitter word2vec community-detection louvain echo-chamber louvain-algorithm louvain-community-detection large-network

UpdatedNov 8, 2024
Python

gtzinos /BigData-Graph-Analysis

Probably the first scalable and open source triangle count based on each edge, on scala and spark for every Big Dataset. (Louvain)

data-science data-mining scala big-data spark sbt intellij bigdata community-detection louvain datamining triangle-counting louvain-algorithm louvain-community-detection louvain-method

UpdatedAug 18, 2019
Scala

multivacplatform /louvain

Louvain community detection

algorithm graph community-detection louvain louvain-community-detection

UpdatedNov 25, 2018
JavaScript

fast-louvain

Splines /fast-louvain

[Work in progress] A Rust implementation of the Louvain algorithm 🎈

graph community-detection modularity louvain network-analysis louvain-community-detection

UpdatedAug 16, 2023
Rust

fukurosan /Trassel

Graph computing in JavaScript

webgl graph layout traversal community-detection network-graph renderer hierarchy louvain shortest-path force-directed sugiyama

UpdatedFeb 19, 2025
JavaScript

Thesis

luisdrita /Thesis

Community Finding with Applications on Phylogenetic Networks

benchmark algorithm thesis phylogenetic-trees louvain label-propagation infomap phyloviz phyloviz-online

UpdatedJan 7, 2023
JavaScript

puzzlef /louvain-communities-openmp-dynamic

Design of OpenMP-based Parallel Dynamic Louvain algorithm for community detection.

community experiment algorithm graph optimization detection openmp multithreading modularity louvain agglomerative iterative

UpdatedSep 16, 2024
C++

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