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Possible using tarbular data as input

Open HelloWorldLTY opened this issue 1 year ago • 3 comments

Hi, I wonder if mamba can replace the MLP layers for tabular data analysis. Can I directly use reshape to increase the dimensions of input data? Thanks.

HelloWorldLTY avatar Feb 06 '24 05:02 HelloWorldLTY

We don't have much experience with tabular data but you can try.

tridao avatar Feb 06 '24 05:02 tridao

Hello, a recent paper used Mamba for tabular data : MambaTab: A Simple Yet Effective Approach for Handling Tabular Data. Hope this helps!

alxndrTL avatar Feb 06 '24 08:02 alxndrTL

Hi, thanks for your introduce. But I think this paper is... closed-resource? And I think they are comparing MLP without techniques like dropout and batchnorm, so it is hard to say the fairness.

HelloWorldLTY avatar Feb 06 '24 14:02 HelloWorldLTY

We created an easy to use adaptation for tabular data: mambular Not quite finished yet, but the initial results are quite promising :)

AnFreTh avatar Jun 24 '24 16:06 AnFreTh