Graph embedding

Hi, the graph embedding used in the paper is structure2vec embedding. Do you know where there is a python 3 implementation of structure2vec without using c++?

I tried to replace the embedding with 2 two layer GCN of hidden dim 64, but I have not get it working. Theoretically I think it should work. Can you please give suggestions on the embedding?

Thanks.