Graph_clustering

Graph

Work Flow

Graph created ---> Embedding generated ---> Clustered using embedding ---> Clusters Visualized

Tools used:

Node2vec:

Graph generation : Networkx
Embedding generation : Node2vec
Clustering : HDBSCAN
Dimension Reduction : UMAP

GraphSAGE:

Graph generation : StellerGraph
Embedding generation : GraphSAGE
Clustering : HDBSCAN
Dimension Reduction : PCA

Agglomerative:

Graph generation : Networkx
Clustering : Agglomerative hierarchical clustering