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eXtreme Deep Factorization Machine

# INSTALL DEPENDENCIES
conda env create -f env/environment.yaml
conda activate ctr
  • pkgs:

    • factorization machine based ctr prediction experiment library repo
  • dataset:

    • kaggle display advertising dataset link

      origin sampling
      total $45,840,617$ $1,000,000$
      click $11,745,438$ $256,223$
      non-click $34,095,179$ $743,777$
      ratio $1:2.9$ $1:2.9$

About

Lian, J., Zhou, X., Zhang, F., Chen, Z., Xie, X., & Sun, G. (2018, July). xdeepfm: Combining explicit and implicit feature interactions for recommender systems. In Proceedings of the 24th ACM SIGKDD international conference on knowledge discovery & data mining (pp. 1754-1763).

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