Compare GAIN with BGCP about imputation

xinychen / transdim

Machine learning for transportation data imputation and prediction.

https://transdim.github.io

MIT License

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Compare GAIN with BGCP about imputation #4

Open DR2XCHsO5VY opened 4 years ago

DR2XCHsO5VY commented 4 years ago

Hi,I'm learning about GAIN now,and it seems that BGCP has better performance than GAIN In terms of imputation.So I want to know what are GAIN's advantages and disadvantages,comparing with BGCP?And is there any difference in the direction of application between BGCP and GAIN?Thanks!

xinychen commented 4 years ago

This is a good question. But to be honest, I cannot give you any insight because I have not conducted extensive experiments to compare GAIN with tensor models. If you have any new insight, could you please let me know? Thanks in advance!