AutoRec: Autoencoders Meet Collaborative Filtering

This is a TensorFlow implementation of AutoRec. The dataset can be found here.

"AutoRec: Autoencoders Meet Collaborative Filtering". Suvash Sedhain, Aditya Krishna Menon, Scott Sanner, and Lexing Xie. 2015.

<img src="https://github.com/npow/autorec/blob/master/autorec.png" width="50%" height="50%" />

Requirements

• numpy
• pandas
• tensorflow
• tensorlayer

Usage

./download_data.sh
python main.py