/deepwalk_keras_igraph

Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk

Primary LanguagePythonGNU General Public License v2.0GPL-2.0

Implementation of Deepwalk algorithm

Reimplementation of deepwalk algorithm from https://github.com/phanein/deepwalk

Requirements

  • Numpy
  • Theano
  • Keras
  • python-igraph
  • matplotlib, sklearn (for plotting)

Zachary's Karate Graph

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

Graph PCA communities