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jfkirk / tensorrec

A TensorFlow recommendation algorithm and framework in Python.
Apache License 2.0
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Autoencoder model #131

Open luiscastro193 opened 5 years ago

luiscastro193 commented 5 years ago

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?

jfkirk commented 5 years ago

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.