How to predict new links in graph using skipgram output?

[Anjs04]

I found this guide using node2vec: https://github.com/lucashu1/link-prediction/blob/master/node2vec.ipynb

It shows how to create edge embeddings and apply logistic regression in steps 4 and 5. This could be applied to the embeddings outputted by the deepwalk algorithm.