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bdy9527 / SDCN

Structural Deep Clustering Network
Apache License 2.0
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batch_size #9

Closed Sweetii-huan closed 3 years ago

Sweetii-huan commented 4 years ago

Thanks for your great work, but I have some questions about the training batch size. Must data be entered all at once? Can't we have batch_size? If we have batchsize, what do we do with the adjacency matrix?

bdy9527 commented 3 years ago

Because GCN is trained with full-batch, so SDCN is also full-batch. If you want to use mini-batch, you can try the sampling-based GNNs, e.g., GraphSAGE.