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awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bgll_community_detection

a java implementation of BGLL algorithm

communitydetection

Implements of community detection algorithms

finalyearproject

Git Repository for ALL final year project files

graph-clustering-report

Report on clustering in the trailhead project

higher-order-organization-matlab

Experimental Matlab code for methods and some examples in "Higher-order organization of complex networks"

kind

This repository includes the source code (Python and MATLAB) of a new clustering algorithm KindAP with tests

leidenalg

Implementation of the Leiden algorithm for various quality functions to be used with igraph in Python.

lfr-benchmark_undirweightovp

Extended version of the Lancichinetti-Fortunato-Radicchi Benchmark for Undirected Weighted Overlapping networks to evaluate clustering algorithms using generated ground-truth communities

louvain-clustering

MATLAB simulation of clustering using Louvain algorithm, and comparing its performance with K-means.

louvain-igraph

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

machinelearning

机器学习与数据挖掘

matlab

modularity

Spectral method with fine tuning as published by Newman in 2006

newman

Code for Newman method with fine-tuning

ovpnmi

Overlapping Normalized Mutual Information and Omega Index evaluation for the overlapping community structure produced by clustering algorithms

partitioning_us_political_blogs

A study on network partitioning using the Spectral Modularity Maximization algorithm

pygraphblas

GraphBLAS for Python

pylouvain

A Python implementation of the Louvain method to find communities in large networks

python-modularity-maximization

Python implementation of Newman's spectral methods to maximize modularity.

treescaper

TreeScaper is distributed under the GNU General Public License.