├── README.md ├── data_helpers.py ├── experiments ├── README.md ├── data_helpers.py ├── helper.py ├── main.py ├── models │ ├── __init__.py │ ├── components.py │ ├── deepfm.py │ ├── deepgbm.py │ ├── gbdt2nn.py │ └── pnn.py ├── online_main.py ├── online_scripts │ ├── criteo_d1_online.sh │ ├── criteo_deepfm_online.sh │ ├── criteo_deepgbm_online.sh │ ├── criteo_gbdt2nn_online.sh │ ├── criteo_gbdt_online.sh │ ├── criteo_pnn_online.sh │ ├── criteo_wideNdeep_online.sh │ ├── flight_d1_online.sh │ ├── flight_deepfm_online.sh │ ├── flight_deepgbm_online.sh │ ├── flight_gbdt2nn_online.sh │ ├── flight_pnn_online.sh │ ├── flight_wideNdeep_online.sh │ ├── nipsA_d1_online.sh │ ├── nipsA_deepfm_online.sh │ ├── nipsA_deepgbm_online.sh │ ├── nipsA_gbdt2nn_online.sh │ ├── nipsA_pnn_online.sh │ └── nipsA_wideNdeep_online.sh ├── preprocess │ ├── encoding_cate.py │ ├── encoding_nume.py │ ├── example.sh │ ├── pro_nips_A.py │ └── split_train.py ├── scripts │ ├── criteo_d1_offline.sh │ ├── criteo_deepfm_offline.sh │ ├── criteo_deepgbm_offline.sh │ ├── criteo_gbdt2nn_offline.sh │ ├── criteo_pnn_offline.sh │ ├── criteo_wideNdeep_offline.sh │ ├── flight_d1_offline.sh │ ├── flight_deepfm_offline.sh │ ├── flight_deepgbm_offline.sh │ ├── flight_gbdt2nn_offline.sh │ ├── flight_pnn_offline.sh │ ├── flight_wideNdeep_offline.sh │ ├── malware_d1_offline.sh │ ├── malware_deepfm_offline.sh │ ├── malware_deepgbm_offline.sh │ ├── malware_gbdt2nn_offline.sh │ ├── malware_pnn_offline.sh │ ├── malware_wideNdeep_offline.sh │ ├── nipsA_d1_offline.sh │ ├── nipsA_deepfm_offline.sh │ ├── nipsA_deepgbm_offline.sh │ ├── nipsA_gbdt2nn_offline.sh │ ├── nipsA_pnn_offline.sh │ ├── nipsA_wideNdeep_offline.sh │ ├── nipsB_d1_offline.sh │ ├── nipsB_deepfm_offline.sh │ ├── nipsB_deepgbm_offline.sh │ ├── nipsB_gbdt2nn_offline.sh │ ├── nipsB_pnn_offline.sh │ ├── nipsB_wideNdeep_offline.sh │ ├── nipsD_d1_offline.sh │ ├── nipsD_deepfm_offline.sh │ ├── nipsD_deepgbm_offline.sh │ ├── nipsD_gbdt2nn_offline.sh │ ├── nipsD_pnn_offline.sh │ ├── nipsD_wideNdeep_offline.sh │ ├── zillow_d1_offline.sh │ ├── zillow_deepfm_offline.sh │ ├── zillow_deepgbm_offline.sh │ ├── zillow_gbdt2nn_offline.sh │ ├── zillow_pnn_offline.sh │ └── zillow_wideNdeep_offline.sh ├── train_models.py └── tree_model_interpreter.py ├── helper.py ├── main.py ├── models ├── __init__.py ├── components.py ├── deepfm.py ├── deepgbm.py └── gbdt2nn.py ├── preprocess ├── encoding_cate.py ├── encoding_nume.py └── example.sh ├── requirements.txt ├── train_models.py └── tree_model_interpreter.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/motefly/DeepGBM/HEAD/README.md -------------------------------------------------------------------------------- /data_helpers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/motefly/DeepGBM/HEAD/data_helpers.py 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