Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk
The following is the image of the PCA components of the vectors learned for the nodes of the graph of Zachary's Karate Graph. The communities in the graph were detected using the modularity algorithm implemented in igraph