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Deep Interest Network(DIN)

源码笔记:用Attention让每个用户预测关注的兴趣点(行为向量)不同。不过感觉这份源码可读性不太好。

建议阅读顺序:build_dataset-->input-->Dice-->model-->train

原paper:

@article{Zhou2017Deep,
  title={Deep Interest Network for Click-Through Rate Prediction},
  author={Zhou, Guorui and Song, Chengru and Zhu, Xiaoqiang and Ma, Xiao and Yan, Yanghui and Dai, Xingya and Zhu, Han and Jin, Junqi and Li, Han and Gai, Kun},
  year={2017},
}

原code: https://github.com/zhougr1993/DeepInterestNetwork