├── .gitignore ├── DIB_MF ├── config │ ├── default.yml │ ├── dib_mf.yml │ └── global.yml ├── datax │ └── yahooR3 │ │ ├── random.txt │ │ ├── test.npz │ │ ├── train_user.npz │ │ ├── user.txt │ │ └── valid_user.npz ├── dib_out ├── evaluation │ ├── __init__.py │ └── metrics.py ├── get_yahoo.py ├── latent │ └── yahooR3 │ │ ├── U_AT-MF_195_u.npy │ │ ├── U_CVIB-MF_190_u.npy │ │ ├── U_DIB-MF_75_u.npy │ │ ├── U_DIBB-MF_90_u.npy │ │ ├── U_DIBC-MF_90_u.npy │ │ ├── U_DIBD-MF_75_u.npy │ │ ├── U_IPS-MF_65_u.npy │ │ ├── U_MF_80_u.npy │ │ ├── U_Rel-MF_155_u.npy │ │ ├── U_SNIPS-MF_120_u.npy │ │ ├── V_AT-MF_195_u.npy │ │ ├── V_CVIB-MF_190_u.npy │ │ ├── V_DIB-MF_75_u.npy │ │ ├── V_DIBB-MF_90_u.npy │ │ ├── V_DIBC-MF_90_u.npy │ │ ├── V_DIBD-MF_75_u.npy │ │ ├── V_IPS-MF_65_u.npy │ │ ├── V_MF_80_u.npy │ │ ├── V_Rel-MF_155_u.npy │ │ └── V_SNIPS-MF_120_u.npy ├── models │ ├── __init__.py │ ├── dib_mf.py │ └── predictor.py ├── tables │ └── yahooR3 │ │ ├── final_result_u.csv │ │ ├── op_at_mf_tuning_u.csv │ │ ├── op_cvib_mf_tuning_u.csv │ │ ├── op_dib_mf_tuning_u.csv │ │ ├── op_dibb_mf_tuning_u.csv │ │ ├── op_dibc_mf_tuning_u.csv │ │ ├── op_dibd_mf_tuning_u.csv │ │ ├── op_hyper_params_u.yml │ │ ├── op_ips_mf_tuning_u.csv │ │ ├── op_mf_tuning_u.csv │ │ ├── op_rel_mf_tuning_u.csv │ │ └── op_snips_mf_tuning_u.csv └── utils │ ├── __init__.py │ ├── argcheck.py │ ├── io.py │ ├── modelnames.py │ ├── progress.py │ ├── regularizers.py │ └── split.py ├── DIB_NCF ├── config │ ├── default.yml │ ├── dib_ncf.yml │ └── global.yml ├── datax │ └── yahooR3 │ │ ├── random.txt │ │ ├── test.npz │ │ ├── train_user.npz │ │ ├── user.txt │ │ └── valid_user.npz ├── dib_out ├── evaluation │ ├── __init__.py │ └── metrics.py ├── get_yahoo.py ├── latent │ └── yahooR3 │ │ ├── rating_AT-NCF_150_u.npy │ │ ├── rating_CVIB-NCF_5_u.npy │ │ ├── rating_DIB-NCF_40_u.npy │ │ ├── rating_DIBB-NCF_90_u.npy │ │ ├── rating_DIBC-NCF_90_u.npy │ │ ├── rating_DIBD-NCF_95_u.npy │ │ ├── rating_IPS-NCF_185_u.npy │ │ ├── rating_NCF_185_u.npy │ │ ├── rating_Rel-NCF_190_u.npy │ │ ├── rating_SNIPS-NCF_110_u.npy │ │ ├── topk_AT-NCF_150_u.npy │ │ ├── topk_CVIB-NCF_5_u.npy │ │ ├── topk_DIB-NCF_40_u.npy │ │ ├── topk_DIBB-NCF_90_u.npy │ │ ├── topk_DIBC-NCF_90_u.npy │ │ ├── topk_DIBD-NCF_95_u.npy │ │ ├── topk_IPS-NCF_185_u.npy │ │ ├── topk_NCF_185_u.npy │ │ ├── topk_Rel-NCF_190_u.npy │ │ └── topk_SNIPS-NCF_110_u.npy ├── models │ ├── __init__.py │ └── dib_ncf.py ├── tables │ └── yahooR3 │ │ ├── final_result_u.csv │ │ ├── op_at_ncf_tuning_u.csv │ │ ├── op_cvib_ncf_tuning_u.csv │ │ ├── op_dib_ncf_tuning_u.csv │ │ ├── op_dibb_ncf_tuning_u.csv │ │ ├── op_dibc_ncf_tuning_u.csv │ │ ├── op_dibd_ncf_tuning_u.csv │ │ ├── op_hyper_params_u.yml │ │ ├── op_ips_ncf_tuning_u.csv │ │ ├── op_ncf_tuning_u.csv │ │ ├── op_rel_ncf_tuning_u.csv │ │ └── op_snips_ncf_tuning_u.csv └── utils │ ├── __init__.py │ ├── argcheck.py │ ├── io.py │ ├── modelnames.py │ ├── progress.py │ ├── regularizers.py │ └── split.py ├── LICENSE └── README.md /.gitignore: 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