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suanrong / SDNE

This is a implementation of SDNE (Structural Deep Network embedding)
http://www.kdd.org/kdd2016/subtopic/view/structural-deep-network-embedding
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Does it reproduce the results? #12

Closed snash4 closed 6 years ago

snash4 commented 6 years ago

The code is understandable. Great Work. I tried it with few epochs only as I don't have enough time to complete. Just a quick question, does this code reproduce the results of the paper?

suanrong commented 6 years ago

To be honest，some of them can be reproduced like reconstruction in BlogCatalog dataset, while link-prediction and classification result is not as good as mentioned in the paper.

Actually, the paper evaluates the model with a sampling method in big datasets. I will try it in the future.