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keras-team / keras

Deep Learning for humans
http://keras.io/
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[feature request] Add KAN models #19914

Closed leo-smi closed 3 months ago

leo-smi commented 3 months ago

Recently was released a paper called: KAN: Kolmogorov-Arnold Networks

There's some repos about this topic, but would be nice if Keras has the model by defalt.

I think the current "problem" is about the validation performance on these models. So is there a way to add a playgroud space on keras models? For example: keras.applications.playground.KAN

Thank you for your patient.

SamanehSaadat commented 3 months ago

Hi @leo-smi!

According to Keras API Design Guidelines, to add new features, "they should be widely recognized as a machine learning best practice. We will not add new layers/etc that were recently published to ArXiv.org, even in case of claims of increased accuracy/etc."

We will consider adding this feature if it stands the test of time.