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manujosephv / pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data
https://pytorch-tabular.readthedocs.io/
MIT License
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Multi-label classification #70

Open dettmar opened 2 years ago

dettmar commented 2 years ago

Is your feature request related to a problem? Please describe. I see in the examples that multi-label classification isn't implemented yet. Is that still the case? And if so, is there a timeline for when this will be implemented?

Describe the solution you'd like Many tabular problems require more than one-class classification. Since it's doable in vanilla PyTorch, I think it would be a fantastic addition to Tabular as well, since it makes training a lot more convenient and streamlined.

Describe alternatives you've considered Wrapping a classifier in something like sklearn's MultiOutputClassifier introduces many issues such as lack of native validation set, early stopping, etc.

Additional context

stale[bot] commented 1 year ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

numomcmc commented 4 months ago

Hi

Any chance support for multi-label classification will be provided in the near future? Thanks!!