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This is the author's officially unofficial TensorFlow implementation of CDL. Note that the code is a simplified version of CDL and is used for demonstration only.

To train the model

  • pretrain model (CDL) run 'python train_sdae.py'
  • train CDL run 'python train_cdl.py'

To evaluate performance

  • run lib/mainEvaluate.m under Matlab

Other materials

Other implementations (third-party):

Acknowledgement

Reference:

Collaborative Deep Learning for Recommender Systems

@inproceedings{DBLP:conf/kdd/WangWY15,
  author    = {Hao Wang and
               Naiyan Wang and
               Dit{-}Yan Yeung},
  title     = {Collaborative Deep Learning for Recommender Systems},
  booktitle = {SIGKDD},
  pages     = {1235--1244},
  year      = {2015}
}


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