Reproduction of results for Cora dataset

[RayyanRiaz]

Hi, Can you please verify if the given code produces the results mentioned in the paper (https://papers.nips.cc/paper/8342-vgraph-a-generative-model-for-joint-community-detection-and-node-representation-learning.pdf). I have tried to reproduce the NMI and modularity results for Cora dataset (Table 3 of NIPS paper) by trying to optimize both with and without regularization term. The results in both cases are quite far from the reported ones.

To encourage consistency in the results, It would be really great if you provide either the dependencies with versions or the environment file for the given code.