├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── asset ├── framework.png ├── logo.png └── time_test_result │ ├── Context-aware_recommendation.md │ ├── General_recommendation.md │ ├── Knowledge-based_recommendation.md │ └── Sequential_recommendation.md ├── conda ├── build.sh ├── conda_release.sh └── meta.yaml ├── config ├── amazon-book │ ├── amazon-book.yaml │ └── supccl-amazon-book.yaml ├── gowalla │ ├── gowalla.yaml │ ├── supccl-gowalla.yaml │ └── train.gowalla.yaml └── yelp2018 │ ├── supccl-yelp2018.yaml │ └── yelp2018.yaml ├── debug.py ├── debug └── ml-100k.ipynb ├── docs ├── Makefile └── source │ ├── asset │ ├── afm.jpg │ ├── autoint.png │ ├── bert4rec.png │ ├── bpr.png │ ├── caser.png │ ├── cdae.png │ ├── cke.png │ ├── convncf.png │ ├── data_flow_en.png │ ├── dcn.png │ ├── deepfm.png │ ├── dgcf.jpg │ ├── dien.png │ ├── din.png │ ├── dmf.jpg │ ├── dssm.png │ ├── enmf.jpg │ ├── evaluation.png │ ├── fdsa.png │ ├── ffm.png │ ├── fm.png │ ├── fnn.png │ ├── fossil.jpg │ ├── fpmc.png │ ├── framework.png │ ├── fwfm.png │ ├── gcmc.png │ ├── gcsan.png │ ├── gru4rec.png │ ├── gru4recf.png │ ├── hgn.jpg │ ├── hrm.jpg │ ├── kgat.png │ ├── kgcn.png │ ├── kgnnls.png │ ├── ksr.jpg │ ├── ktup.png │ ├── lightgcn.png │ ├── line.png │ ├── logo.png │ ├── lr.png │ ├── macridvae.png │ ├── mkr.png │ ├── multidae.png │ ├── multivae.png │ ├── nais.png │ ├── narm.png │ ├── neumf.png │ ├── nextitnet.png │ ├── nfm.jpg │ ├── ngcf.jpg │ ├── nncf.png │ ├── npe.jpg │ ├── pnn.jpg │ ├── ract.png │ ├── recvae.png │ ├── repeatnet.jpg │ ├── ripplenet.jpg │ ├── s3rec.png │ ├── sasrec.png │ ├── shan.jpg │ ├── spectralcf.png │ ├── srgnn.png │ ├── stamp.png │ ├── tensorboard_1.png │ ├── tensorboard_2.png │ ├── transrec.png │ ├── widedeep.png │ └── xdeepfm.png │ ├── conf.py │ ├── developer_guide │ ├── customize_dataloaders.rst │ ├── customize_metrics.rst │ ├── customize_models.rst │ ├── customize_samplers.rst │ └── customize_trainers.rst │ ├── get_started │ ├── install.rst │ └── quick_start.rst │ ├── index.rst │ ├── recbole │ ├── recbole.config.configurator.rst │ ├── recbole.data.dataloader.abstract_dataloader.rst │ ├── recbole.data.dataloader.general_dataloader.rst │ ├── recbole.data.dataloader.knowledge_dataloader.rst │ ├── recbole.data.dataloader.rst │ ├── recbole.data.dataloader.user_dataloader.rst │ ├── recbole.data.dataset.customized_dataset.rst │ ├── recbole.data.dataset.dataset.rst │ ├── recbole.data.dataset.kg_dataset.rst │ ├── recbole.data.dataset.kg_seq_dataset.rst │ ├── recbole.data.dataset.rst │ ├── recbole.data.dataset.sequential_dataset.rst │ ├── recbole.data.interaction.rst │ ├── recbole.data.rst │ ├── recbole.data.utils.rst │ ├── recbole.evaluator.base_metric.rst │ ├── recbole.evaluator.collector.rst │ ├── recbole.evaluator.evaluator.rst │ ├── recbole.evaluator.metrics.rst │ ├── recbole.evaluator.register.rst │ ├── recbole.evaluator.rst │ ├── recbole.evaluator.utils.rst │ ├── recbole.model.abstract_recommender.rst │ ├── recbole.model.context_aware_recommender.afm.rst │ ├── recbole.model.context_aware_recommender.autoint.rst │ ├── recbole.model.context_aware_recommender.dcn.rst │ ├── recbole.model.context_aware_recommender.deepfm.rst │ ├── recbole.model.context_aware_recommender.dssm.rst │ ├── recbole.model.context_aware_recommender.ffm.rst │ ├── recbole.model.context_aware_recommender.fm.rst │ ├── recbole.model.context_aware_recommender.fnn.rst │ ├── recbole.model.context_aware_recommender.fwfm.rst │ ├── recbole.model.context_aware_recommender.lr.rst │ ├── recbole.model.context_aware_recommender.nfm.rst │ ├── recbole.model.context_aware_recommender.pnn.rst │ ├── recbole.model.context_aware_recommender.rst │ ├── recbole.model.context_aware_recommender.widedeep.rst │ ├── recbole.model.context_aware_recommender.xdeepfm.rst │ ├── recbole.model.exlib_recommender.lightgbm.rst │ ├── recbole.model.exlib_recommender.rst │ ├── recbole.model.exlib_recommender.xgboost.rst │ ├── recbole.model.general_recommender.bpr.rst │ ├── recbole.model.general_recommender.cdae.rst │ ├── recbole.model.general_recommender.convncf.rst │ ├── recbole.model.general_recommender.dgcf.rst │ ├── recbole.model.general_recommender.dmf.rst │ ├── recbole.model.general_recommender.fism.rst │ ├── recbole.model.general_recommender.gcmc.rst │ ├── recbole.model.general_recommender.itemknn.rst │ ├── recbole.model.general_recommender.lightgcn.rst │ ├── recbole.model.general_recommender.line.rst │ ├── recbole.model.general_recommender.macridvae.rst │ ├── recbole.model.general_recommender.multidae.rst │ ├── recbole.model.general_recommender.multivae.rst │ ├── recbole.model.general_recommender.nais.rst │ ├── recbole.model.general_recommender.neumf.rst │ ├── recbole.model.general_recommender.ngcf.rst │ ├── recbole.model.general_recommender.pop.rst │ ├── recbole.model.general_recommender.rst │ ├── recbole.model.general_recommender.spectralcf.rst │ ├── recbole.model.init.rst │ ├── recbole.model.knowledge_aware_recommender.cfkg.rst │ ├── recbole.model.knowledge_aware_recommender.cke.rst │ ├── recbole.model.knowledge_aware_recommender.kgat.rst │ ├── recbole.model.knowledge_aware_recommender.kgcn.rst │ ├── recbole.model.knowledge_aware_recommender.kgnnls.rst │ ├── recbole.model.knowledge_aware_recommender.ktup.rst │ ├── recbole.model.knowledge_aware_recommender.mkr.rst │ ├── recbole.model.knowledge_aware_recommender.ripplenet.rst │ ├── recbole.model.knowledge_aware_recommender.rst │ ├── recbole.model.layers.rst │ ├── recbole.model.loss.rst │ ├── recbole.model.rst │ ├── recbole.model.sequential_recommender.bert4rec.rst │ ├── recbole.model.sequential_recommender.caser.rst │ ├── recbole.model.sequential_recommender.din.rst │ ├── recbole.model.sequential_recommender.fdsa.rst │ ├── recbole.model.sequential_recommender.fossil.rst │ ├── recbole.model.sequential_recommender.fpmc.rst │ ├── recbole.model.sequential_recommender.gcsan.rst │ ├── recbole.model.sequential_recommender.gru4rec.rst │ ├── recbole.model.sequential_recommender.gru4recf.rst │ ├── recbole.model.sequential_recommender.gru4reckg.rst │ ├── recbole.model.sequential_recommender.hgn.rst │ ├── recbole.model.sequential_recommender.hrm.rst │ ├── recbole.model.sequential_recommender.ksr.rst │ ├── recbole.model.sequential_recommender.narm.rst │ ├── recbole.model.sequential_recommender.nextitnet.rst │ ├── recbole.model.sequential_recommender.npe.rst │ ├── recbole.model.sequential_recommender.repeatnet.rst │ ├── recbole.model.sequential_recommender.rst │ ├── recbole.model.sequential_recommender.s3rec.rst │ ├── recbole.model.sequential_recommender.sasrec.rst │ ├── recbole.model.sequential_recommender.sasrecf.rst │ ├── recbole.model.sequential_recommender.shan.rst │ ├── recbole.model.sequential_recommender.srgnn.rst │ ├── recbole.model.sequential_recommender.stamp.rst │ ├── recbole.model.sequential_recommender.transrec.rst │ ├── recbole.quick_start.quick_start.rst │ ├── recbole.sampler.sampler.rst │ ├── recbole.trainer.hyper_tuning.rst │ ├── recbole.trainer.trainer.rst │ ├── recbole.utils.case_study.rst │ ├── recbole.utils.enum_type.rst │ ├── recbole.utils.logger.rst │ └── recbole.utils.utils.rst │ └── user_guide │ ├── config │ ├── data_settings.rst │ ├── environment_settings.rst │ ├── evaluation_settings.rst │ ├── parameters_configuration.rst │ └── training_settings.rst │ ├── config_settings.rst │ ├── data │ ├── atomic_files.rst │ ├── data_flow.rst │ ├── dataset_download.rst │ ├── interaction.rst │ └── label_of_data.rst │ ├── data_intro.rst │ ├── model │ ├── context │ │ ├── afm.rst │ │ ├── autoint.rst │ │ ├── dcn.rst │ │ ├── deepfm.rst │ │ ├── dien.rst │ │ ├── din.rst │ │ ├── dssm.rst │ │ ├── ffm.rst │ │ ├── fm.rst │ │ ├── fnn.rst │ │ ├── fwfm.rst │ │ ├── lightgbm.rst │ │ ├── lr.rst │ │ ├── nfm.rst │ │ ├── pnn.rst │ │ ├── widedeep.rst │ │ ├── xdeepfm.rst │ │ └── xgboost.rst │ ├── general │ │ ├── bpr.rst │ │ ├── cdae.rst │ │ ├── convncf.rst │ │ ├── dgcf.rst │ │ ├── dmf.rst │ │ ├── ease.rst │ │ ├── enmf.rst │ │ ├── fism.rst │ │ ├── gcmc.rst │ │ ├── itemknn.rst │ │ ├── lightgcn.rst │ │ ├── line.rst │ │ ├── macridvae.rst │ │ ├── multidae.rst │ │ ├── multivae.rst │ │ ├── nais.rst │ │ ├── neumf.rst │ │ ├── ngcf.rst │ │ ├── nncf.rst │ │ ├── pop.rst │ │ ├── ract.rst │ │ ├── recvae.rst │ │ ├── slimelastic.rst │ │ └── spectralcf.rst │ ├── knowledge │ │ ├── cfkg.rst │ │ ├── cke.rst │ │ ├── kgat.rst │ │ ├── kgcn.rst │ │ ├── kgnnls.rst │ │ ├── ktup.rst │ │ ├── mkr.rst │ │ └── ripplenet.rst │ └── sequential │ │ ├── bert4rec.rst │ │ ├── caser.rst │ │ ├── fdsa.rst │ │ ├── fossil.rst │ │ ├── fpmc.rst │ │ ├── gcsan.rst │ │ ├── gru4rec.rst │ │ ├── gru4recf.rst │ │ ├── gru4reckg.rst │ │ ├── hgn.rst │ │ ├── hrm.rst │ │ ├── ksr.rst │ │ ├── narm.rst │ │ ├── nextitnet.rst │ │ ├── npe.rst │ │ ├── repeatnet.rst │ │ ├── s3rec.rst │ │ ├── sasrec.rst │ │ ├── sasrecf.rst │ │ ├── shan.rst │ │ ├── srgnn.rst │ │ ├── stamp.rst │ │ └── transrec.rst │ ├── model_intro.rst │ ├── train_eval_intro.rst │ ├── usage.rst │ └── usage │ ├── case_study.rst │ ├── load_pretrained_embedding.rst │ ├── parameter_tuning.rst │ ├── qa.rst │ ├── run_recbole.rst │ ├── running_different_models.rst │ ├── running_new_dataset.rst │ ├── save_and_load_data_and_model.rst │ ├── use_modules.rst │ └── use_tensorboard.rst ├── hyper └── edlq1z6-SGL-ml-100k-hyper_example.result ├── hyper_example.result ├── neurec_setup.py ├── nni ├── coclustering-ml-100k.yml ├── coclustering.json ├── lightgcn-pinterest.yml ├── lightgcn.json ├── sgl-ml-100k.yml ├── sgl-pinterest.yml ├── sgl.json ├── swav-ml-100k.yml └── swav.json ├── random_choice_setup.py ├── recbole ├── __init__.py ├── config │ ├── __init__.py │ └── configurator.py ├── data │ ├── __init__.py │ ├── dataloader │ │ ├── __init__.py │ │ ├── abstract_dataloader.py │ │ ├── general_dataloader.py │ │ ├── knowledge_dataloader.py │ │ └── user_dataloader.py │ ├── dataset │ │ ├── __init__.py │ │ ├── customized_dataset.py │ │ ├── dataset.py │ │ ├── dataset_x.py │ │ ├── decisiontree_dataset.py │ │ ├── kg_dataset.py │ │ ├── kg_seq_dataset.py │ │ └── sequential_dataset.py │ ├── interaction.py │ └── utils.py ├── dataset_example │ └── ml-100k │ │ ├── ml-100k.inter │ │ ├── ml-100k.kg │ │ └── ml-100k.link ├── debug │ ├── convert_data.py │ ├── generate_random_sub_graphs.py │ ├── ml-100k.py │ ├── model_fusion.py │ ├── svd.py │ └── test_igraph.py ├── evaluator │ ├── __init__.py │ ├── base_metric.py │ ├── collector.py │ ├── evaluator.py │ ├── metrics.py │ ├── register.py │ └── utils.py ├── external │ ├── __init__.py │ ├── external_recommender │ │ └── __init__.py │ └── run_recbole.py ├── model │ ├── __init__.py │ ├── abstract_recommender.py │ ├── context_aware_recommender │ │ ├── __init__.py │ │ ├── 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 │ ├── exlib_recommender │ │ ├── __init__.py │ │ ├── lightgbm.py │ │ └── xgboost.py │ ├── external_recommender │ │ └── __init__.py │ ├── general_recommender │ │ ├── __init__.py │ │ ├── bpr.py │ │ ├── cdae.py │ │ ├── coclustering.py │ │ ├── convncf.py │ │ ├── dgcf.py │ │ ├── dmf.py │ │ ├── ease.py │ │ ├── enmf.py │ │ ├── fism.py │ │ ├── gacl.py │ │ ├── gcmc.py │ │ ├── item_based.py │ │ ├── itemknn.py │ │ ├── k_means.py │ │ ├── lightgcn.py │ │ ├── lightgcn_scr.py │ │ ├── line.py │ │ ├── macridvae.py │ │ ├── mcoc.py │ │ ├── multidae.py │ │ ├── multivae.py │ │ ├── nais.py │ │ ├── neumf.py │ │ ├── ngcf.py │ │ ├── nncf.py │ │ ├── pop.py │ │ ├── ract.py │ │ ├── recvae.py │ │ ├── simplex.py │ │ ├── slimelastic.py │ │ ├── spectralcf.py │ │ ├── supccl.py │ │ ├── svdpp.py │ │ ├── swav.py │ │ └── user_based.py │ ├── init.py │ ├── knowledge_aware_recommender │ │ ├── __init__.py │ │ ├── cfkg.py │ │ ├── cke.py │ │ ├── kgat.py │ │ ├── kgcn.py │ │ ├── kgnnls.py │ │ ├── ktup.py │ │ ├── mkr.py │ │ └── ripplenet.py │ ├── layers.py │ ├── loss.py │ └── sequential_recommender │ │ ├── __init__.py │ │ ├── bert4rec.py │ │ ├── caser.py │ │ ├── dien.py │ │ ├── din.py │ │ ├── fdsa.py │ │ ├── fossil.py │ │ ├── fpmc.py │ │ ├── gcsan.py │ │ ├── gru4rec.py │ │ ├── gru4recf.py │ │ ├── gru4reckg.py │ │ ├── hgn.py │ │ ├── hrm.py │ │ ├── ksr.py │ │ ├── narm.py │ │ ├── nextitnet.py │ │ ├── npe.py │ │ ├── repeatnet.py │ │ ├── s3rec.py │ │ ├── sasrec.py │ │ ├── sasrecf.py │ │ ├── shan.py │ │ ├── srgnn.py │ │ ├── stamp.py │ │ └── transrec.py ├── properties │ ├── model │ │ ├── AFM.yaml │ │ ├── AutoInt.yaml │ │ ├── BERT4Rec.yaml │ │ ├── BPR.yaml │ │ ├── CDAE.yaml │ │ ├── CFKG.yaml │ │ ├── CKE.yaml │ │ ├── Caser.yaml │ │ ├── ConvNCF.yaml │ │ ├── DCN.yaml │ │ ├── DGCF.yaml │ │ ├── DIEN.yaml │ │ ├── DIN.yaml │ │ ├── DMF.yaml │ │ ├── DSSM.yaml │ │ ├── DeepFM.yaml │ │ ├── EASE.yaml │ │ ├── ENMF.yaml │ │ ├── FDSA.yaml │ │ ├── FFM.yaml │ │ ├── FISM.yaml │ │ ├── FM.yaml │ │ ├── FNN.yaml │ │ ├── FOSSIL.yaml │ │ ├── FPMC.yaml │ │ ├── FwFM.yaml │ │ ├── GCMC.yaml │ │ ├── GCSAN.yaml │ │ ├── GRU4Rec.yaml │ │ ├── GRU4RecF.yaml │ │ ├── GRU4RecKG.yaml │ │ ├── HGN.yaml │ │ ├── HRM.yaml │ │ ├── ItemKNN.yaml │ │ ├── KGAT.yaml │ │ ├── KGCN.yaml │ │ ├── KGNNLS.yaml │ │ ├── KSR.yaml │ │ ├── KTUP.yaml │ │ ├── LINE.yaml │ │ ├── LR.yaml │ │ ├── LightGCN.yaml │ │ ├── MKR.yaml │ │ ├── MacridVAE.yaml │ │ ├── MultiDAE.yaml │ │ ├── MultiVAE.yaml │ │ ├── NAIS.yaml │ │ ├── NARM.yaml │ │ ├── NFM.yaml │ │ ├── NGCF.yaml │ │ ├── NNCF.yaml │ │ ├── NPE.yaml │ │ ├── NeuMF.yaml │ │ ├── NextItNet.yaml │ │ ├── PNN.yaml │ │ ├── Pop.yaml │ │ ├── RaCT.yaml │ │ ├── RecVAE.yaml │ │ ├── RepeatNet.yaml │ │ ├── RippleNet.yaml │ │ ├── S3Rec.yaml │ │ ├── SASRec.yaml │ │ ├── SASRecF.yaml │ │ ├── SHAN.yaml │ │ ├── SLIMElastic.yaml │ │ ├── SRGNN.yaml │ │ ├── STAMP.yaml │ │ ├── SpectralCF.yaml │ │ ├── TransRec.yaml │ │ ├── WideDeep.yaml │ │ ├── lightgbm.yaml │ │ ├── xDeepFM.yaml │ │ └── xgboost.yaml │ ├── overall.yaml │ └── quick_start_config │ │ ├── context-aware.yaml │ │ ├── context-aware_ml-100k.yaml │ │ ├── knowledge_base.yaml │ │ ├── sequential.yaml │ │ ├── sequential_DIN.yaml │ │ ├── sequential_DIN_on_ml-100k.yaml │ │ ├── sequential_embedding_model.yaml │ │ └── special_sequential_on_ml-100k.yaml ├── quick_start │ ├── __init__.py │ └── quick_start.py ├── sampler │ ├── __init__.py │ └── sampler.py ├── trainer │ ├── __init__.py │ ├── hyper_tuning.py │ ├── trainer.py │ └── workspace.code-workspace ├── util │ ├── __init__.py │ └── cython │ │ ├── arg_topk.pyx │ │ ├── include │ │ ├── arg_topk.h │ │ └── thread_pool.h │ │ ├── random_choice.pyx │ │ └── tools.pyx └── utils │ ├── __init__.py │ ├── argument_list.py │ ├── case_study.py │ ├── enum_type.py │ ├── logger.py │ ├── url.py │ └── utils.py ├── requirements.txt ├── run_example ├── case_study_example.py ├── save_and_load_example.py └── session_based_rec_example.py ├── run_recbole_autodl.py ├── run_test.sh ├── setup.py ├── style.cfg ├── tests ├── config │ ├── run.sh │ ├── test_command_line.py │ ├── test_config.py │ ├── test_config_example.yaml │ └── test_overall.py ├── data │ ├── build_dataset │ │ └── build_dataset.inter │ ├── filter_by_field_value │ │ └── filter_by_field_value.inter │ ├── filter_by_inter_num │ │ └── filter_by_inter_num.inter │ ├── filter_inter_by_ui_and_inter_num │ │ └── filter_inter_by_ui_and_inter_num.inter │ ├── filter_inter_by_user_or_item │ │ └── filter_inter_by_user_or_item.inter │ ├── filter_nan_user_or_item │ │ └── filter_nan_user_or_item.inter │ ├── filter_value_and_filter_inter_by_ui │ │ └── filter_value_and_filter_inter_by_ui.inter │ ├── filter_value_and_inter_num │ │ └── filter_value_and_inter_num.inter │ ├── general_dataloader │ │ └── general_dataloader.inter │ ├── general_full_dataloader │ │ └── general_full_dataloader.inter │ ├── general_uni100_dataloader │ │ └── general_uni100_dataloader.inter │ ├── kg_remap_id │ │ ├── kg_remap_id.inter │ │ ├── kg_remap_id.kg │ │ └── kg_remap_id.link │ ├── normalize │ │ └── normalize.inter │ ├── remap_id │ │ └── remap_id.inter │ ├── remove_duplication │ │ └── remove_duplication.inter │ ├── rm_dup_and_filter_by_inter_num │ │ └── rm_dup_and_filter_by_inter_num.inter │ ├── rm_dup_and_filter_value │ │ └── rm_dup_and_filter_value.inter │ ├── seq_benchmark │ │ ├── seq_benchmark.test.inter │ │ ├── seq_benchmark.train.inter │ │ └── seq_benchmark.valid.inter │ ├── seq_dataset │ │ └── seq_dataset.inter │ ├── set_label_by_threshold │ │ └── set_label_by_threshold.inter │ ├── test_dataloader.py │ ├── test_dataset.py │ └── ui_feat_preparation_and_fill_nan │ │ └── ui_feat_preparation_and_fill_nan.inter ├── evaluation_setting │ └── test_evaluation_setting.py ├── metrics │ ├── test_loss_metrics.py │ ├── test_rank_metrics.py │ └── test_topk_metrics.py ├── model │ ├── test_model.yaml │ ├── test_model_auto.py │ └── test_model_manual.py └── test_data │ └── test │ ├── test.inter │ ├── test.kg │ └── test.link ├── tips.md └── workspace.code-workspace /.gitignore: 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