wyking36's starred repositories
GenLouvain
A generalized Louvain method for community detection implemented in MATLAB
ECoG-ClusterFlow
Interactive Cluster Analysis of ECoG Data
sndnyang.github.io_old
I want to try the pages on github
master-thesis-DCDT
In recent years, community detection has received increased attention thanks to its wide range of applications in many fields. While at first most techniques were focused on discovering communities in static networks, lately the research community’s focus has shifted toward methods that can detect meaningful substructures in evolving networks because of their high relevance in real-life problems. This thesis explores the current availability of empirical comparative studies of dynamic methods and also provides its own qualitative and quantitative comparison with the aim of gaining more insight in the performance of available algorithms that are expected to perform well in the context of social community detection. The qualitative comparison includes 13 algorithms, namely D-GT, Extended BGL, TILES, AFOCS, HOCTracker, OLCPM, DOCET, LabelRankT, FacetNet, DYNMOGA, DEMON and iLCD. The empirical analysis compares TILES, HOCTracker, OLCPM, DEMON and iLCD on synthetic RDyn graphs and the real graph, DBLP. In addition to the results of the empirical and qualitative results of the analysis, the thesis’s value lies in its wide coverage of the dynamic community detection problem.
Content-Propagation
Community Detection Based on Structure and Content
chimera-stf
Reference implementation of the Chimera STF model (ECML-PKDD 2018)
CommunityDetectionCodes
Some overlapping community detection algorithms (Until 2016). by Yulin Che (https://github.com/CheYulin) for the PhD qualification exam (survey on community detection algorithms)
awesome-community-detection
A curated list of community detection research papers with implementations.
gibbs_sampling
Understand Gibbs sampling