tensorrec icon indicating copy to clipboard operation
tensorrec copied to clipboard

Autoencoder model

Open luiscastro193 opened this issue 6 years ago • 1 comments

I came across the same issue as #93 and #116. Investigating further, I found this really interesting approach which would also solve that typical use case: https://arxiv.org/abs/1901.00415

Would you consider adding an autoencoder model?

luiscastro193 avatar Feb 15 '19 09:02 luiscastro193

Hey @luiscastro193 -- great question!

Implementing an autoencoder based recommender would be possible once I've finished https://github.com/jfkirk/tensorrec/issues/86

Once we have this working, a user's previous interactions could be fed in as features and autoencoder shaped nets could consume this information to make predictions and learn representations.

I'm going to leave this open as a reminder to create an example of this once #86 is finished.

jfkirk avatar Feb 26 '19 14:02 jfkirk