├── .DS_Store ├── LICENSE ├── MANIFEST.in ├── README.md ├── conda ├── build.sh └── meta.yaml ├── hyper.test ├── model.png ├── recbole ├── .DS_Store ├── config │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── configurator.cpython-37.pyc │ │ ├── configurator.cpython-38.pyc │ │ ├── eval_setting.cpython-37.pyc │ │ └── eval_setting.cpython-38.pyc │ ├── configurator.py │ └── eval_setting.py ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── interaction.cpython-37.pyc │ │ ├── interaction.cpython-38.pyc │ │ ├── utils.cpython-37.pyc │ │ └── utils.cpython-38.pyc │ ├── dataloader │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── abstract_dataloader.cpython-37.pyc │ │ │ ├── abstract_dataloader.cpython-38.pyc │ │ │ ├── context_dataloader.cpython-37.pyc │ │ │ ├── context_dataloader.cpython-38.pyc │ │ │ ├── general_dataloader.cpython-37.pyc │ │ │ ├── general_dataloader.cpython-38.pyc │ │ │ ├── knowledge_dataloader.cpython-37.pyc │ │ │ ├── knowledge_dataloader.cpython-38.pyc │ │ │ ├── neg_sample_mixin.cpython-37.pyc │ │ │ ├── neg_sample_mixin.cpython-38.pyc │ │ │ ├── sequential_dataloader.cpython-37.pyc │ │ │ └── sequential_dataloader.cpython-38.pyc │ │ ├── abstract_dataloader.py │ │ ├── context_dataloader.py │ │ ├── general_dataloader.py │ │ ├── knowledge_dataloader.py │ │ ├── neg_sample_mixin.py │ │ ├── sequential_dataloader.py │ │ └── user_dataloader.py │ ├── dataset │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── customized_dataset.cpython-37.pyc │ │ │ ├── customized_dataset.cpython-38.pyc │ │ │ ├── dataset.cpython-37.pyc │ │ │ ├── dataset.cpython-38.pyc │ │ │ ├── kg_dataset.cpython-37.pyc │ │ │ ├── kg_dataset.cpython-38.pyc │ │ │ ├── kg_seq_dataset.cpython-37.pyc │ │ │ ├── kg_seq_dataset.cpython-38.pyc │ │ │ ├── sequential_dataset.cpython-37.pyc │ │ │ ├── sequential_dataset.cpython-38.pyc │ │ │ ├── social_dataset.cpython-37.pyc │ │ │ └── social_dataset.cpython-38.pyc │ │ ├── customized_dataset.py │ │ ├── dataset.py │ │ ├── kg_dataset.py │ │ ├── kg_seq_dataset.py │ │ ├── sequential_dataset.py │ │ └── social_dataset.py │ ├── interaction.py │ └── utils.py ├── dataset_example │ └── ml-100k │ │ ├── ml-100k.inter │ │ ├── ml-100k.item │ │ ├── ml-100k.kg │ │ ├── ml-100k.link │ │ └── ml-100k.user ├── evaluator │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── abstract_evaluator.cpython-37.pyc │ │ ├── abstract_evaluator.cpython-38.pyc │ │ ├── loss_evaluator.cpython-37.pyc │ │ ├── loss_evaluator.cpython-38.pyc │ │ ├── metrics.cpython-37.pyc │ │ ├── metrics.cpython-38.pyc │ │ ├── topk_evaluator.cpython-37.pyc │ │ ├── topk_evaluator.cpython-38.pyc │ │ ├── utils.cpython-37.pyc │ │ └── utils.cpython-38.pyc │ ├── abstract_evaluator.py │ ├── loss_evaluator.py │ ├── metrics.py │ ├── topk_evaluator.py │ └── utils.py ├── model │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ ├── layers-checkpoint.py │ │ └── layers0-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── abstract_recommender.cpython-37.pyc │ │ ├── abstract_recommender.cpython-38.pyc │ │ ├── init.cpython-37.pyc │ │ ├── init.cpython-38.pyc │ │ ├── layers.cpython-37.pyc │ │ ├── layers.cpython-38.pyc │ │ ├── loss.cpython-37.pyc │ │ └── loss.cpython-38.pyc │ ├── abstract_recommender.py │ ├── context_aware_recommender │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── afm.cpython-37.pyc │ │ │ ├── afm.cpython-38.pyc │ │ │ ├── autoint.cpython-37.pyc │ │ │ ├── autoint.cpython-38.pyc │ │ │ ├── dcn.cpython-37.pyc │ │ │ ├── dcn.cpython-38.pyc │ │ │ ├── deepfm.cpython-37.pyc │ │ │ ├── deepfm.cpython-38.pyc │ │ │ ├── dssm.cpython-37.pyc │ │ │ ├── dssm.cpython-38.pyc │ │ │ ├── ffm.cpython-37.pyc │ │ │ ├── ffm.cpython-38.pyc │ │ │ ├── fm.cpython-37.pyc │ │ │ ├── fm.cpython-38.pyc │ │ │ ├── fnn.cpython-37.pyc │ │ │ ├── fnn.cpython-38.pyc │ │ │ ├── fwfm.cpython-37.pyc │ │ │ ├── fwfm.cpython-38.pyc │ │ │ ├── lr.cpython-37.pyc │ │ │ ├── lr.cpython-38.pyc │ │ │ ├── nfm.cpython-37.pyc │ │ │ ├── nfm.cpython-38.pyc │ │ │ ├── pnn.cpython-37.pyc │ │ │ ├── pnn.cpython-38.pyc │ │ │ ├── widedeep.cpython-37.pyc │ │ │ ├── widedeep.cpython-38.pyc │ │ │ ├── xdeepfm.cpython-37.pyc │ │ │ └── xdeepfm.cpython-38.pyc │ │ ├── afm.py │ │ ├── autoint.py │ │ ├── dcn.py │ │ ├── deepfm.py │ │ ├── dssm.py │ │ ├── ffm.py │ │ ├── fm.py │ │ ├── fnn.py │ │ ├── fwfm.py │ │ ├── lr.py │ │ ├── nfm.py │ │ ├── pnn.py │ │ ├── widedeep.py │ │ └── xdeepfm.py │ ├── general_recommender │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bpr.cpython-37.pyc │ │ │ ├── bpr.cpython-38.pyc │ │ │ ├── convncf.cpython-37.pyc │ │ │ ├── convncf.cpython-38.pyc │ │ │ ├── dgcf.cpython-37.pyc │ │ │ ├── dgcf.cpython-38.pyc │ │ │ ├── dmf.cpython-37.pyc │ │ │ ├── dmf.cpython-38.pyc │ │ │ ├── fism.cpython-37.pyc │ │ │ ├── fism.cpython-38.pyc │ │ │ ├── gcmc.cpython-37.pyc │ │ │ ├── gcmc.cpython-38.pyc │ │ │ ├── itemknn.cpython-37.pyc │ │ │ ├── itemknn.cpython-38.pyc │ │ │ ├── lightgcn.cpython-37.pyc │ │ │ ├── lightgcn.cpython-38.pyc │ │ │ ├── nais.cpython-37.pyc │ │ │ ├── nais.cpython-38.pyc │ │ │ ├── neumf.cpython-37.pyc │ │ │ ├── neumf.cpython-38.pyc │ │ │ ├── ngcf.cpython-37.pyc │ │ │ ├── ngcf.cpython-38.pyc │ │ │ ├── pop.cpython-37.pyc │ │ │ ├── pop.cpython-38.pyc │ │ │ ├── spectralcf.cpython-37.pyc │ │ │ └── spectralcf.cpython-38.pyc │ │ ├── bpr.py │ │ ├── convncf.py │ │ ├── dgcf.py │ │ ├── dmf.py │ │ ├── fism.py │ │ ├── gcmc.py │ │ ├── itemknn.py │ │ ├── lightgcn.py │ │ ├── nais.py │ │ ├── neumf.py │ │ ├── ngcf.py │ │ ├── pop.py │ │ └── spectralcf.py │ ├── init.py │ ├── knowledge_aware_recommender │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-37.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── cfkg.cpython-37.pyc │ │ │ ├── cfkg.cpython-38.pyc │ │ │ ├── cke.cpython-37.pyc │ │ │ ├── cke.cpython-38.pyc │ │ │ ├── kgat.cpython-37.pyc │ │ │ ├── kgat.cpython-38.pyc │ │ │ ├── kgcn.cpython-37.pyc │ │ │ ├── kgcn.cpython-38.pyc │ │ │ ├── kgnnls.cpython-37.pyc │ │ │ ├── kgnnls.cpython-38.pyc │ │ │ ├── ktup.cpython-37.pyc │ │ │ ├── ktup.cpython-38.pyc │ │ │ ├── mkr.cpython-37.pyc │ │ │ ├── mkr.cpython-38.pyc │ │ │ ├── ripplenet.cpython-37.pyc │ │ │ └── ripplenet.cpython-38.pyc │ │ ├── cfkg.py │ │ ├── cke.py │ │ ├── kgat.py │ │ ├── kgcn.py │ │ ├── kgnnls.py │ │ ├── ktup.py │ │ ├── mkr.py │ │ └── ripplenet.py │ ├── layers.py │ ├── loss.py │ └── sequential_recommender │ │ ├── .DS_Store │ │ ├── .ipynb_checkpoints │ │ ├── lightsasrec-checkpoint.py │ │ └── lightsasrec0-checkpoint.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── bert4rec.cpython-37.pyc │ │ ├── bert4rec.cpython-38.pyc │ │ ├── caser.cpython-37.pyc │ │ ├── caser.cpython-38.pyc │ │ ├── din.cpython-37.pyc │ │ ├── din.cpython-38.pyc │ │ ├── fdsa.cpython-37.pyc │ │ ├── fdsa.cpython-38.pyc │ │ ├── fpmc.cpython-37.pyc │ │ ├── fpmc.cpython-38.pyc │ │ ├── gcsan.cpython-37.pyc │ │ ├── gcsan.cpython-38.pyc │ │ ├── gru4rec.cpython-37.pyc │ │ ├── gru4rec.cpython-38.pyc │ │ ├── gru4recf.cpython-37.pyc │ │ ├── gru4recf.cpython-38.pyc │ │ ├── gru4reckg.cpython-37.pyc │ │ ├── gru4reckg.cpython-38.pyc │ │ ├── ksr.cpython-37.pyc │ │ ├── ksr.cpython-38.pyc │ │ ├── lightsasrec.cpython-37.pyc │ │ ├── lightsasrec.cpython-38.pyc │ │ ├── narm.cpython-37.pyc │ │ ├── narm.cpython-38.pyc │ │ ├── nextitnet.cpython-37.pyc │ │ ├── nextitnet.cpython-38.pyc │ │ ├── s3rec.cpython-37.pyc │ │ ├── s3rec.cpython-38.pyc │ │ ├── sasrec.cpython-37.pyc │ │ ├── sasrec.cpython-38.pyc │ │ ├── sasrecf.cpython-37.pyc │ │ ├── sasrecf.cpython-38.pyc │ │ ├── srgnn.cpython-37.pyc │ │ ├── srgnn.cpython-38.pyc │ │ ├── stamp.cpython-37.pyc │ │ ├── stamp.cpython-38.pyc │ │ ├── transrec.cpython-37.pyc │ │ └── transrec.cpython-38.pyc │ │ ├── bert4rec.py │ │ ├── caser.py │ │ ├── din.py │ │ ├── fdsa.py │ │ ├── fpmc.py │ │ ├── gcsan.py │ │ ├── gru4rec.py │ │ ├── gru4recf.py │ │ ├── gru4reckg.py │ │ ├── ksr.py │ │ ├── lightsans.py │ │ ├── narm.py │ │ ├── nextitnet.py │ │ ├── s3rec.py │ │ ├── sasrec.py │ │ ├── sasrecf.py │ │ ├── srgnn.py │ │ ├── stamp.py │ │ └── transrec.py ├── properties │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── overall-checkpoint.yaml │ ├── dataset │ │ ├── .DS_Store │ │ ├── .ipynb_checkpoints │ │ │ ├── Amazon_Beauty-checkpoint.yaml │ │ │ ├── Amazon_Books-checkpoint.yaml │ │ │ ├── Amazon_Sports_and_Outdoors-checkpoint.yaml │ │ │ ├── ml-1m-checkpoint.yaml │ │ │ ├── tmall-buy-checkpoint.yaml │ │ │ └── yelp-checkpoint.yaml │ │ ├── Amazon_Books.yaml │ │ ├── ml-1m.yaml │ │ ├── sample.yaml │ │ └── yelp.yaml │ ├── model │ │ ├── .DS_Store │ │ ├── .ipynb_checkpoints │ │ │ └── LightSASRec-checkpoint.yaml │ │ └── LightSANs.yaml │ └── overall.yaml ├── quick_start │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── quick_start.cpython-37.pyc │ │ └── quick_start.cpython-38.pyc │ └── quick_start.py ├── sampler │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── sampler.cpython-37.pyc │ │ └── sampler.cpython-38.pyc │ └── sampler.py ├── trainer │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── hyper_tuning.cpython-37.pyc │ │ ├── hyper_tuning.cpython-38.pyc │ │ ├── trainer.cpython-37.pyc │ │ └── trainer.cpython-38.pyc │ ├── hyper_tuning.py │ └── trainer.py └── utils │ ├── .ipynb_checkpoints │ ├── logger-checkpoint.py │ └── utils-checkpoint.py │ ├── __init__.py │ ├── __pycache__ │ ├── __init__.cpython-37.pyc │ ├── 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