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gnn-cca's Issues

Regarding mismatching results

Hi @shawnh2,

Firstly, I want to thank you for the implementation. I have a question regarding the metrics provided in Table 1. When I compared the results given in Table 1 with the results provided in the original paper (TABLE IV), I noticed that the results were not similar. I assume that you used the default settings provided in the paper, I wonder what causes this difference.

For instance, in Table 1, the results for the basketball test sequence are:

Test Sequence ARI AMI H C V-m ACC
basketball 72.998 58.406 52.270 66.799 58.476 97.035

In TABLE IV, the basketball sequence corresponds to the S1 set, and the results given in the paper are

Test Sequence ARI AMI H C V-m
S1 82.99 85.12 94.23 89.97 91.94

I would be glad if you can answer my question. Thanks.

Accelerate MPN

After the experiment, the most time-consuming part is MPN due to a loop inside.
It's more efficient if using graph.update_all and write udf for both message_func and reduce_func rather than looping all subgraphs.
There is about 60x faster than original method.

Can't find requirements.txt

Hi, I am very interested in this topic.
But i can't find requirements.txt in your github.
Could you provide requirements.txt?

Thank you so much!

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