├── MovieLens ├── ASMGgru_full │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── ASMGgru_multi │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── ASMGgru_single │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── ASMGgru_zero │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── ASMGlinear │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── BU │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── IU │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── IncCTR │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── SML │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── SMLmf │ ├── SML │ │ ├── engine.py │ │ ├── model.py │ │ ├── run_train_ml.sh │ │ ├── train_ml.py │ │ └── utils.py │ └── pretrain │ │ ├── engine.py │ │ ├── model.py │ │ ├── run_train_ml.sh │ │ ├── train_ml.py │ │ └── utils.py ├── SPMF │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py └── pretrain │ ├── engine.py │ ├── model.py │ ├── run_train_ml.sh │ ├── train_ml.py │ └── utils.py ├── Sobazaar ├── ASMGgru_full │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── ASMGgru_multi │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── ASMGgru_single │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── ASMGgru_zero │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── ASMGlinear │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── BU │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── IU │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── IncCTR │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── SML │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── SMLmf │ ├── SML │ │ ├── engine.py │ │ ├── model.py │ │ ├── train_soba.py │ │ └── utils.py │ └── pretrain │ │ ├── engine.py │ │ ├── model.py │ │ ├── train_soba.py │ │ └── utils.py ├── SPMF │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py └── pretrain │ ├── engine.py │ ├── model.py │ ├── train_soba.py │ └── utils.py ├── Tmall ├── ASMGgru_full │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── ASMGgru_multi │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── ASMGgru_single │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── ASMGgru_zero │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── ASMGlinear │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── BU │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── IU │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── IncCTR │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── SML │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── SMLmf │ ├── SML │ │ ├── engine.py │ │ ├── model.py │ │ ├── train_tmall.py │ │ └── utils.py │ └── pretrain │ │ ├── engine.py │ │ ├── model.py │ │ ├── train_tmall.py │ │ └── utils.py ├── SPMF │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py └── pretrain │ ├── engine.py │ ├── model.py │ ├── train_tmall.py │ └── utils.py ├── datasets └── save_preproc_data_here.txt ├── paper.pdf ├── preproc ├── ml_preproc.py ├── soba_preproc.py └── tmall_preproc.py ├── raw_data └── save_raw_data_here.txt ├── readme.md └── slide.pdf /MovieLens/ASMGgru_full/engine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/danni9594/ASMG/HEAD/MovieLens/ASMGgru_full/engine.py -------------------------------------------------------------------------------- /MovieLens/ASMGgru_full/model.py: 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