@graphty/algorithms / index / syncClustering
Function: syncClustering() ​
syncClustering(
graph,config):SynCResult
Defined in: research/sync.ts:51
Synergistic Deep Graph Clustering (SynC) Algorithm
This algorithm combines representation learning with structure augmentation for improved clustering performance on graphs. It jointly optimizes node embeddings and cluster assignments while preserving graph structure.
Based on: "Synergistic Deep Graph Clustering" (arXiv:2406.15797, June 2024)
Parameters ​
graph ​
Input graph to cluster
config ​
Configuration options
Returns ​
Clustering result with assignments and embeddings