├── .gitattributes ├── .ipynb_checkpoints └── DeepFM-checkpoint.ipynb ├── AFM ├── .ipynb_checkpoints │ └── main-checkpoint.ipynb ├── AFM.py ├── DataReader.py ├── __pycache__ │ ├── AFM.cpython-36.pyc │ ├── DataReader.cpython-36.pyc │ ├── config.cpython-36.pyc │ └── metrics.cpython-36.pyc ├── config.py ├── main.ipynb └── metrics.py ├── DCN ├── .ipynb_checkpoints │ └── DCN_main-checkpoint.ipynb ├── DCN.py ├── DCN_main.ipynb ├── DataLoader.py ├── __pycache__ │ ├── DCN.cpython-36.pyc │ ├── DataLoader.cpython-36.pyc │ ├── config.cpython-36.pyc │ └── metrics.cpython-36.pyc ├── config.py ├── metrics.py └── output │ └── DCN_loss0.4318.csv ├── DeepFM & FM ├── .ipynb_checkpoints │ └── main-checkpoint.ipynb ├── DataReader.py ├── DeepFM.py ├── __pycache__ │ ├── DataReader.cpython-36.pyc │ ├── DeepFM.cpython-36.pyc │ ├── config.cpython-36.pyc │ └── metrics.cpython-36.pyc ├── config.py ├── main.ipynb ├── metrics.py └── output │ ├── DeepFM_loss0.4311.csv │ ├── DeepFM_loss0.4320.csv │ ├── FM_loss0.4354.csv │ └── FM_loss0.4411.csv ├── GBDT_LR ├── .ipynb_checkpoints │ ├── GBDT+LR-checkpoint.ipynb │ └── feature_engineering-checkpoint.ipynb ├── GBDT+LR.ipynb └── feature_engineering.ipynb ├── NFM ├── .ipynb_checkpoints │ ├── Untitled-checkpoint.ipynb │ └── main-checkpoint.ipynb ├── DataReader.py ├── NFM.py ├── __pycache__ │ ├── DataReader.cpython-36.pyc │ ├── NFM.cpython-36.pyc │ ├── config.cpython-36.pyc │ └── metrics.cpython-36.pyc ├── config.py ├── main.ipynb ├── metrics.py └── output │ └── nfm_loss0.4302.csv ├── PNN ├── .ipynb_checkpoints │ ├── Untitled-checkpoint.ipynb │ └── main-checkpoint.ipynb ├── DataReader.py ├── PNN.py ├── __pycache__ │ ├── DataReader.cpython-36.pyc │ ├── PNN.cpython-36.pyc │ ├── config.cpython-36.pyc │ └── metrics.cpython-36.pyc ├── config.py ├── main.ipynb └── metrics.py ├── README.md └── data └── Readme.txt /.gitattributes: -------------------------------------------------------------------------------- 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