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How to use Tabformer for unsupervised task ( clustering )?

Open monk1337 opened this issue 4 years ago • 1 comments

Hello TabFormer Developers, I am dealing with a dataset that contains both continuous and categorical data points, There are no labels in the dataset and the task is to cluster the data points.

I was wondering is it possible to use the tabformer for clustering?

monk1337 avatar Jan 31 '22 22:01 monk1337

@monk1337 thank you for the interest in the code. I think you can use the TabFormer BERT model to embed your data and then run an unsupervised clustering algorithm in BERT space.

yair-schiff avatar Feb 03 '22 17:02 yair-schiff