Would it be helpful to have a model class for a De-noising Autoencoder?

koraykv / unsup

Some unsupervised learning modules using Torch

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Would it be helpful to have a model class for a De-noising Autoencoder? #31

Open rfaulkner opened 9 years ago

rfaulkner commented 9 years ago

Reference: http://jmlr.org/papers/volume11/vincent10a/vincent10a.pdf

I'm doing some work on this that builds on AutoEncoder.lua and would be willing to add this if it's useful.

koraykv commented 9 years ago

Sure, it would be nice. I have to say, I am not maintaining this repo actively, but if there is enough interest, I can start maintaining it and cleaning up the code.

rfaulkner commented 9 years ago

Sorry for the super late reply! Just checked back in on this recently since it had been mentioned to me that this repo was unsupported.

I wonder, would it be worth trying to merge some of these into nn? The only part of the interface that is different in unsup modules seems to be the normalize method.