Dimitrios Korkinof comments

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                                            Dimitrios Korkinof

Is there any difference between node2vec-c and reference implementation of Node2Vec?

ok, that helps a lot! I didn't look into the Gensim implementation at all. The two implementations I tried were [this](https://github.com/eliorc/node2vec/blob/master/node2vec/node2vec.py), based on Gensim, so it should be fine and...