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benedekrozemberczki / karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
https://karateclub.readthedocs.io
GNU General Public License v3.0
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Hope Algorithm Implementation Question #158

Open ahmedlebo opened 1 month ago

ahmedlebo commented 1 month ago

In the paper:Asymmetric Transitivity Preserving Graph Embedding,the authors state that they will not calculate S in this part Screen Shot 2024-06-02 at 7 56 50 PM so that in this algorithm, they do not explicitly perform the polynomial operation on adjacency matrix in Ml and Mg, but in the implementation the S matrix is calculated fully as this shows, Screen Shot 2024-06-02 at 7 57 38 PM

I can't understand it so anyone please could explain this to me

ahmedlebo commented 1 month ago

Does anyone share the same problem or has a different point of view or there something i am missing in the paper