Index

A

AbstractDataLoader (class in recbole.data.dataloader.abstract_dataloader) AbstractEvaluator (class in recbole.evaluator.abstract_evaluator) AbstractRecommender (class in recbole.model.abstract_recommender) AbstractSampler (class in recbole.sampler.sampler) AbstractTrainer (class in recbole.trainer.trainer) activation_layer() (in module recbole.model.layers) AFM (class in recbole.model.context_aware_recommender.afm) afm_layer() (recbole.model.context_aware_recommender.afm.AFM method) aggregate() (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method)

Aggregator (class in recbole.model.knowledge_aware_recommender.kgat) alignLoss() (in module recbole.model.knowledge_aware_recommender.ktup) attention_mlp() (recbole.model.general_recommender.nais.NAIS method) AttLayer (class in recbole.model.layers) auc_() (in module recbole.evaluator.metrics) augmentation() (recbole.data.dataloader.sequential_dataloader.SequentialDataLoader method) AutoInt (class in recbole.model.context_aware_recommender.autoint) autoint_layer() (recbole.model.context_aware_recommender.autoint.AutoInt method) avg_actions_of_items() (recbole.data.dataset.dataset.Dataset property) avg_actions_of_users() (recbole.data.dataset.dataset.Dataset property)

B

BaseFactorizationMachine (class in recbole.model.layers) batch_size (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) BERT4Rec (class in recbole.model.sequential_recommender.bert4rec) BiDecoder (class in recbole.model.general_recommender.gcmc) BiGNNLayer (class in recbole.model.layers)

BPR (class in recbole.model.general_recommender.bpr) BPRLoss (class in recbole.model.loss) build() (recbole.data.dataset.dataset.Dataset method) build_cross() (recbole.model.context_aware_recommender.afm.AFM method) build_matrix() (recbole.model.general_recommender.dgcf.DGCF method)

C

calculate_kg_loss() (recbole.model.knowledge_aware_recommender.kgat.KGAT method) (recbole.model.knowledge_aware_recommender.ktup.KTUP method) (recbole.model.knowledge_aware_recommender.mkr.MKR method) calculate_loss() (recbole.model.abstract_recommender.AbstractRecommender method) (recbole.model.context_aware_recommender.afm.AFM method) (recbole.model.context_aware_recommender.autoint.AutoInt method) (recbole.model.context_aware_recommender.dcn.DCN method) (recbole.model.context_aware_recommender.deepfm.DeepFM method) (recbole.model.context_aware_recommender.dssm.DSSM method) (recbole.model.context_aware_recommender.ffm.FFM method) (recbole.model.context_aware_recommender.fm.FM method) (recbole.model.context_aware_recommender.fnn.FNN method) (recbole.model.context_aware_recommender.fwfm.FwFM method) (recbole.model.context_aware_recommender.lr.LR method) (recbole.model.context_aware_recommender.nfm.NFM method) (recbole.model.context_aware_recommender.pnn.PNN method) (recbole.model.context_aware_recommender.widedeep.WideDeep method) (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.convncf.ConvNCF method) (recbole.model.general_recommender.dgcf.DGCF method) (recbole.model.general_recommender.dmf.DMF method) (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.gcmc.GCMC method) (recbole.model.general_recommender.itemknn.ItemKNN method) (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.nais.NAIS method) (recbole.model.general_recommender.neumf.NeuMF method) (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.pop.Pop method) (recbole.model.general_recommender.spectralcf.SpectralCF method) (recbole.model.knowledge_aware_recommender.cfkg.CFKG method) (recbole.model.knowledge_aware_recommender.cke.CKE method) (recbole.model.knowledge_aware_recommender.kgat.KGAT method) (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) (recbole.model.knowledge_aware_recommender.ktup.KTUP method) (recbole.model.knowledge_aware_recommender.ripplenet.RippleNet method) (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) (recbole.model.sequential_recommender.caser.Caser method) (recbole.model.sequential_recommender.din.DIN method) (recbole.model.sequential_recommender.fdsa.FDSA method) (recbole.model.sequential_recommender.fpmc.FPMC method) (recbole.model.sequential_recommender.gcsan.GCSAN method) (recbole.model.sequential_recommender.gru4rec.GRU4Rec method) (recbole.model.sequential_recommender.gru4recf.GRU4RecF method) (recbole.model.sequential_recommender.gru4reckg.GRU4RecKG method) (recbole.model.sequential_recommender.ksr.KSR method) (recbole.model.sequential_recommender.narm.NARM method) (recbole.model.sequential_recommender.nextitnet.NextItNet method) (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.model.sequential_recommender.sasrec.SASRec method) (recbole.model.sequential_recommender.sasrecf.SASRecF method) (recbole.model.sequential_recommender.srgnn.SRGNN method) (recbole.model.sequential_recommender.stamp.STAMP method) (recbole.model.sequential_recommender.transrec.TransRec method)

calculate_ls_loss() (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) calculate_reg_loss() (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) calculate_rs_loss() (recbole.model.knowledge_aware_recommender.mkr.MKR method) calculate_valid_score() (in module recbole.utils.utils) Caser (class in recbole.model.sequential_recommender.caser) CFKG (class in recbole.model.knowledge_aware_recommender.cfkg) CKE (class in recbole.model.knowledge_aware_recommender.cke) ckg_graph() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset method) CNNLayers (class in recbole.model.layers) collect() (recbole.evaluator.abstract_evaluator.AbstractEvaluator method) (recbole.evaluator.loss_evaluator.LossEvaluator method) (recbole.evaluator.topk_evaluator.TopKEvaluator method) compressed_interaction_network() (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) compute_similarity() (recbole.model.general_recommender.itemknn.ComputeSimilarity method) ComputeSimilarity (class in recbole.model.general_recommender.itemknn) Config (class in recbole.config.configurator) construct_adj() (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) CONTEXT (recbole.utils.enum_type.ModelType attribute) ContextDataLoader (class in recbole.data.dataloader.context_dataloader) ContextNegSampleDataLoader (class in recbole.data.dataloader.context_dataloader) ContextRecommender (class in recbole.model.abstract_recommender) ContextSeqEmbAbstractLayer (class in recbole.model.layers) ContextSeqEmbLayer (class in recbole.model.layers) conv_pad() (recbole.model.sequential_recommender.nextitnet.ResidualBlock_a method) (recbole.model.sequential_recommender.nextitnet.ResidualBlock_b method) convert_to_one_hot() (recbole.model.knowledge_aware_recommender.ktup.KTUP method) ConvNCF (class in recbole.model.general_recommender.convncf) ConvNCFBPRLoss (class in recbole.model.general_recommender.convncf) copy() (recbole.data.dataset.dataset.Dataset method) copy_field_property() (recbole.data.dataset.dataset.Dataset method) count_alpha() (recbole.model.sequential_recommender.stamp.STAMP method) cpu() (recbole.data.interaction.Interaction method) create_cor_loss() (recbole.model.general_recommender.dgcf.DGCF method) create_dataset() (in module recbole.data.utils) cross_network() (recbole.model.context_aware_recommender.dcn.DCN method) CrossCompressUnit (class in recbole.model.knowledge_aware_recommender.mkr) cutoff() (in module recbole.evaluator.utils)

D

data_preparation() (in module recbole.data.utils) data_preprocess() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader method) (recbole.data.dataloader.general_dataloader.GeneralFullDataLoader method) (recbole.data.dataloader.general_dataloader.GeneralNegSampleDataLoader method) (recbole.data.dataloader.knowledge_dataloader.KGDataLoader method) (recbole.data.dataloader.neg_sample_mixin.NegSampleMixin method) (recbole.data.dataloader.sequential_dataloader.SequentialDataLoader method) (recbole.data.dataloader.sequential_dataloader.SequentialNegSampleDataLoader method) dataloader_apis (recbole.data.utils.DLFriendlyAPI attribute) dataloader_construct() (in module recbole.data.utils) DataLoaderType (class in recbole.utils.enum_type) Dataset (class in recbole.data.dataset.dataset) dataset (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) dataset_name (recbole.data.dataset.dataset.Dataset attribute) dataset_path (recbole.data.dataset.dataset.Dataset attribute) DCN (class in recbole.model.context_aware_recommender.dcn)

DeepFM (class in recbole.model.context_aware_recommender.deepfm) DGCF (class in recbole.model.general_recommender.dgcf) Dice (class in recbole.model.layers) dict2str() (in module recbole.utils.utils) DIN (class in recbole.model.sequential_recommender.din) dl_type (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) (recbole.data.dataloader.general_dataloader.GeneralDataLoader attribute) (recbole.data.dataloader.general_dataloader.GeneralFullDataLoader attribute) (recbole.data.dataloader.neg_sample_mixin.NegSampleMixin attribute) (recbole.data.dataloader.sequential_dataloader.SequentialDataLoader attribute) (recbole.data.dataloader.sequential_dataloader.SequentialFullDataLoader attribute) (recbole.data.dataloader.user_dataloader.UserDataLoader attribute) DLFriendlyAPI (class in recbole.data.utils) DMF (class in recbole.model.general_recommender.dmf) double_tower_embed_input_fields() (recbole.model.abstract_recommender.ContextRecommender method) DSSM (class in recbole.model.context_aware_recommender.dssm) dump_parameters() (recbole.model.general_recommender.neumf.NeuMF method)

E

early_stopping() (in module recbole.utils.utils) embed_float_fields() (recbole.model.abstract_recommender.ContextRecommender method) (recbole.model.layers.ContextSeqEmbAbstractLayer method) (recbole.model.layers.FMFirstOrderLinear method) embed_input_fields() (recbole.model.abstract_recommender.ContextRecommender method) (recbole.model.layers.ContextSeqEmbAbstractLayer method) embed_token_fields() (recbole.model.abstract_recommender.ContextRecommender method) (recbole.model.layers.ContextSeqEmbAbstractLayer method) (recbole.model.layers.FMFirstOrderLinear method) embed_token_seq_fields() (recbole.model.abstract_recommender.ContextRecommender method) (recbole.model.layers.ContextSeqEmbAbstractLayer method) (recbole.model.layers.FMFirstOrderLinear method) EmbLoss (class in recbole.model.loss) EmbMarginLoss (class in recbole.model.loss) ensure_dir() (in module recbole.utils.utils)

ent_level_ent_fields() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) entities() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) entity2item (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) entity_field (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) entity_num() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) EvalSetting (class in recbole.config.eval_setting) evaluate() (recbole.evaluator.abstract_evaluator.AbstractEvaluator method) (recbole.evaluator.loss_evaluator.LossEvaluator method) (recbole.evaluator.topk_evaluator.TopKEvaluator method) (recbole.trainer.trainer.AbstractTrainer method) (recbole.trainer.trainer.Trainer method) EvaluatorType (class in recbole.utils.enum_type) exhaustive_search() (in module recbole.trainer.hyper_tuning) ExhaustiveSearchError export_result() (recbole.trainer.hyper_tuning.HyperTuning method)

F

FDSA (class in recbole.model.sequential_recommender.fdsa) feat_list (recbole.data.dataset.dataset.Dataset attribute) FeatureSeqEmbLayer (class in recbole.model.layers) FeatureSource (class in recbole.utils.enum_type) FeatureType (class in recbole.utils.enum_type) FeedForward (class in recbole.model.layers) FFM (class in recbole.model.context_aware_recommender.ffm) field2id_token (recbole.data.dataset.dataset.Dataset attribute) field2seqlen (recbole.data.dataset.dataset.Dataset attribute) field2source (recbole.data.dataset.dataset.Dataset attribute) field2token_id (recbole.data.dataset.dataset.Dataset attribute) field2type (recbole.data.dataset.dataset.Dataset attribute) FieldAwareFactorizationMachine (class in recbole.model.context_aware_recommender.ffm) fields() (recbole.data.dataset.dataset.Dataset method) FISM (class in recbole.model.general_recommender.fism) fit() (recbole.trainer.trainer.AbstractTrainer method) (recbole.trainer.trainer.S3RecTrainer method) (recbole.trainer.trainer.Trainer method) FLOAT (recbole.utils.enum_type.FeatureType attribute) float_like_fields() (recbole.data.dataset.dataset.Dataset property) FLOAT_SEQ (recbole.utils.enum_type.FeatureType attribute) FM (class in recbole.model.context_aware_recommender.fm) FMEmbedding (class in recbole.model.layers) FMFirstOrderLinear (class in recbole.model.layers) FNN (class in recbole.model.context_aware_recommender.fnn) forward() (recbole.model.context_aware_recommender.afm.AFM method) (recbole.model.context_aware_recommender.autoint.AutoInt method) (recbole.model.context_aware_recommender.dcn.DCN method) (recbole.model.context_aware_recommender.deepfm.DeepFM method) (recbole.model.context_aware_recommender.dssm.DSSM method) (recbole.model.context_aware_recommender.ffm.FFM method) (recbole.model.context_aware_recommender.ffm.FieldAwareFactorizationMachine method) (recbole.model.context_aware_recommender.fm.FM method) (recbole.model.context_aware_recommender.fnn.FNN method) (recbole.model.context_aware_recommender.fwfm.FwFM method) (recbole.model.context_aware_recommender.lr.LR method) (recbole.model.context_aware_recommender.nfm.NFM method) (recbole.model.context_aware_recommender.pnn.InnerProductLayer method) (recbole.model.context_aware_recommender.pnn.OuterProductLayer method) (recbole.model.context_aware_recommender.pnn.PNN method) (recbole.model.context_aware_recommender.widedeep.WideDeep method) (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.convncf.ConvNCF method) (recbole.model.general_recommender.convncf.ConvNCFBPRLoss method) (recbole.model.general_recommender.dgcf.DGCF method) (recbole.model.general_recommender.dmf.DMF method) (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.gcmc.BiDecoder method) (recbole.model.general_recommender.gcmc.GcEncoder method) (recbole.model.general_recommender.gcmc.GCMC method) (recbole.model.general_recommender.gcmc.SparseDropout method) (recbole.model.general_recommender.itemknn.ItemKNN method) (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.nais.NAIS method) (recbole.model.general_recommender.neumf.NeuMF method) (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.pop.Pop method) (recbole.model.general_recommender.spectralcf.SpectralCF method) (recbole.model.knowledge_aware_recommender.cfkg.CFKG method) (recbole.model.knowledge_aware_recommender.cfkg.InnerProductLoss method) (recbole.model.knowledge_aware_recommender.cke.CKE method) (recbole.model.knowledge_aware_recommender.kgat.Aggregator method) (recbole.model.knowledge_aware_recommender.kgat.KGAT method) (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) (recbole.model.knowledge_aware_recommender.ktup.KTUP method) (recbole.model.knowledge_aware_recommender.mkr.CrossCompressUnit method) (recbole.model.knowledge_aware_recommender.mkr.MKR method) (recbole.model.knowledge_aware_recommender.ripplenet.RippleNet method) (recbole.model.layers.AttLayer method) (recbole.model.layers.BaseFactorizationMachine method) (recbole.model.layers.BiGNNLayer method) (recbole.model.layers.CNNLayers method) (recbole.model.layers.ContextSeqEmbAbstractLayer method) (recbole.model.layers.Dice method) (recbole.model.layers.FeedForward method) (recbole.model.layers.FMEmbedding method) (recbole.model.layers.FMFirstOrderLinear method) (recbole.model.layers.MLPLayers method) (recbole.model.layers.MultiHeadAttention method) (recbole.model.layers.SequenceAttLayer method) (recbole.model.layers.TransformerEncoder method) (recbole.model.layers.TransformerLayer method) (recbole.model.layers.VanillaAttention method) (recbole.model.loss.BPRLoss method) (recbole.model.loss.EmbLoss method) (recbole.model.loss.EmbMarginLoss method) (recbole.model.loss.RegLoss method) (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) (recbole.model.sequential_recommender.caser.Caser method) (recbole.model.sequential_recommender.din.DIN method) (recbole.model.sequential_recommender.fdsa.FDSA method) (recbole.model.sequential_recommender.fpmc.FPMC method) (recbole.model.sequential_recommender.gcsan.GCSAN method) (recbole.model.sequential_recommender.gcsan.GNN method) (recbole.model.sequential_recommender.gru4rec.GRU4Rec method) (recbole.model.sequential_recommender.gru4recf.GRU4RecF method) (recbole.model.sequential_recommender.gru4reckg.GRU4RecKG method) (recbole.model.sequential_recommender.ksr.KSR method) (recbole.model.sequential_recommender.narm.NARM method) (recbole.model.sequential_recommender.nextitnet.NextItNet method) (recbole.model.sequential_recommender.nextitnet.ResidualBlock_a method) (recbole.model.sequential_recommender.nextitnet.ResidualBlock_b method) (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.model.sequential_recommender.sasrec.SASRec method) (recbole.model.sequential_recommender.sasrecf.SASRecF method) (recbole.model.sequential_recommender.srgnn.GNN method) (recbole.model.sequential_recommender.srgnn.SRGNN method) (recbole.model.sequential_recommender.stamp.STAMP method) (recbole.model.sequential_recommender.transrec.TransRec method)

FPMC (class in recbole.model.sequential_recommender.fpmc) FULL (recbole.utils.enum_type.DataLoaderType attribute) full() (recbole.config.eval_setting.EvalSetting method) full_sort_predict() (recbole.model.abstract_recommender.AbstractRecommender method) (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.dgcf.DGCF method) (recbole.model.general_recommender.dmf.DMF method) (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.gcmc.GCMC method) (recbole.model.general_recommender.itemknn.ItemKNN method) (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.nais.NAIS method) (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.pop.Pop method) (recbole.model.general_recommender.spectralcf.SpectralCF method) (recbole.model.knowledge_aware_recommender.cke.CKE method) (recbole.model.knowledge_aware_recommender.kgat.KGAT method) (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) (recbole.model.knowledge_aware_recommender.ripplenet.RippleNet method) (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) (recbole.model.sequential_recommender.caser.Caser method) (recbole.model.sequential_recommender.fdsa.FDSA method) (recbole.model.sequential_recommender.fpmc.FPMC method) (recbole.model.sequential_recommender.gcsan.GCSAN method) (recbole.model.sequential_recommender.gru4rec.GRU4Rec method) (recbole.model.sequential_recommender.gru4recf.GRU4RecF method) (recbole.model.sequential_recommender.gru4reckg.GRU4RecKG method) (recbole.model.sequential_recommender.ksr.KSR method) (recbole.model.sequential_recommender.narm.NARM method) (recbole.model.sequential_recommender.nextitnet.NextItNet method) (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.model.sequential_recommender.sasrec.SASRec method) (recbole.model.sequential_recommender.sasrecf.SASRecF method) (recbole.model.sequential_recommender.srgnn.SRGNN method) (recbole.model.sequential_recommender.stamp.STAMP method) (recbole.model.sequential_recommender.transrec.TransRec method) FwFM (class in recbole.model.context_aware_recommender.fwfm) fwfm_layer() (recbole.model.context_aware_recommender.fwfm.FwFM method)

G

gather_indexes() (recbole.model.abstract_recommender.SequentialRecommender method) gather_last_items() (recbole.model.sequential_recommender.transrec.TransRec method) GcEncoder (class in recbole.model.general_recommender.gcmc) GCMC (class in recbole.model.general_recommender.gcmc) GCSAN (class in recbole.model.sequential_recommender.gcsan) gelu() (recbole.model.layers.FeedForward method) GENERAL (recbole.utils.enum_type.ModelType attribute) GeneralDataLoader (class in recbole.data.dataloader.general_dataloader) GeneralFullDataLoader (class in recbole.data.dataloader.general_dataloader) GeneralNegSampleDataLoader (class in recbole.data.dataloader.general_dataloader) GeneralRecommender (class in recbole.model.abstract_recommender) generate_transE_score() (recbole.model.knowledge_aware_recommender.kgat.KGAT method) get_attention_mask() (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) (recbole.model.sequential_recommender.fdsa.FDSA method) (recbole.model.sequential_recommender.gcsan.GCSAN method) (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.model.sequential_recommender.sasrec.SASRec method) (recbole.model.sequential_recommender.sasrecf.SASRecF method) get_data_loader() (in module recbole.data.utils) get_ego_embeddings() (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.spectralcf.SpectralCF method) get_embedding() (recbole.model.layers.ContextSeqEmbAbstractLayer method) get_eye_mat() (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.spectralcf.SpectralCF method) get_ffm_input() (recbole.model.context_aware_recommender.ffm.FFM method) get_fields_name_dim() (recbole.model.layers.ContextSeqEmbAbstractLayer method) get_hidden_act() (recbole.model.layers.FeedForward method) get_history_info() (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.nais.NAIS method) get_interaction_table() (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) get_item_embedding() (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.dmf.DMF method) get_item_feature() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader method) (recbole.data.dataset.dataset.Dataset method) get_laplacian_matrix() (recbole.model.general_recommender.spectralcf.SpectralCF method) get_local_time() (in module recbole.utils.utils)

get_model() (in module recbole.utils.utils) get_neighbors() (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) get_norm_adj_mat() (recbole.model.general_recommender.gcmc.GCMC method) (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.ngcf.NGCF method) get_pos_len_list() (recbole.data.dataloader.general_dataloader.GeneralFullDataLoader method) (recbole.data.dataloader.general_dataloader.GeneralNegSampleDataLoader method) (recbole.data.dataloader.neg_sample_mixin.NegSampleMixin method) (recbole.data.dataloader.sequential_dataloader.SequentialFullDataLoader method) (recbole.data.dataloader.sequential_dataloader.SequentialNegSampleDataLoader method) get_preload_weight() (recbole.data.dataset.dataset.Dataset method) get_random_list() (recbole.sampler.sampler.AbstractSampler method) (recbole.sampler.sampler.KGSampler method) (recbole.sampler.sampler.RepeatableSampler method) (recbole.sampler.sampler.Sampler method) get_sparse_eye_mat() (recbole.model.general_recommender.gcmc.GCMC method) get_trainer() (in module recbole.utils.utils) get_used_ids() (recbole.sampler.sampler.AbstractSampler method) (recbole.sampler.sampler.KGSampler method) (recbole.sampler.sampler.RepeatableSampler method) (recbole.sampler.sampler.Sampler method) get_user_embedding() (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.dmf.DMF method) get_user_feature() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader method) (recbole.data.dataset.dataset.Dataset method) GNN (class in recbole.model.sequential_recommender.gcsan) (class in recbole.model.sequential_recommender.srgnn) GNNCell() (recbole.model.sequential_recommender.gcsan.GNN method) (recbole.model.sequential_recommender.srgnn.GNN method) group_by() (recbole.config.eval_setting.EvalSetting method) group_by_user() (recbole.config.eval_setting.EvalSetting method) group_field (recbole.config.eval_setting.EvalSetting attribute) GRU4Rec (class in recbole.model.sequential_recommender.gru4rec) GRU4RecF (class in recbole.model.sequential_recommender.gru4recf) GRU4RecKG (class in recbole.model.sequential_recommender.gru4reckg) GRU4RecKGDataset (class in recbole.data.dataset.customized_dataset)

H

head_entities() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) head_entity_field (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) history_item_matrix() (recbole.data.dataset.dataset.Dataset method)

history_user_matrix() (recbole.data.dataset.dataset.Dataset method) hit_() (in module recbole.evaluator.metrics) HyperTuning (class in recbole.trainer.hyper_tuning)

I

id2token() (recbole.data.dataset.dataset.Dataset method) iid_field (recbole.data.dataset.dataset.Dataset attribute) INDIVIDUAL (recbole.utils.enum_type.EvaluatorType attribute) init_graph() (recbole.model.knowledge_aware_recommender.kgat.KGAT method) init_logger() (in module recbole.utils.logger) init_seed() (in module recbole.utils.utils) init_weights() (recbole.model.layers.CNNLayers method) (recbole.model.layers.MLPLayers method) InnerProductLayer (class in recbole.model.context_aware_recommender.pnn) InnerProductLoss (class in recbole.model.knowledge_aware_recommender.cfkg) input_type (recbole.model.abstract_recommender.ContextRecommender attribute) (recbole.model.general_recommender.bpr.BPR attribute) (recbole.model.general_recommender.convncf.ConvNCF attribute) (recbole.model.general_recommender.dgcf.DGCF attribute) (recbole.model.general_recommender.dmf.DMF attribute) (recbole.model.general_recommender.fism.FISM attribute) (recbole.model.general_recommender.gcmc.GCMC attribute) (recbole.model.general_recommender.itemknn.ItemKNN attribute) (recbole.model.general_recommender.lightgcn.LightGCN attribute) (recbole.model.general_recommender.nais.NAIS attribute) (recbole.model.general_recommender.neumf.NeuMF attribute) (recbole.model.general_recommender.ngcf.NGCF attribute) (recbole.model.general_recommender.pop.Pop attribute) (recbole.model.general_recommender.spectralcf.SpectralCF attribute) (recbole.model.knowledge_aware_recommender.cfkg.CFKG attribute) (recbole.model.knowledge_aware_recommender.cke.CKE attribute) (recbole.model.knowledge_aware_recommender.kgat.KGAT attribute) (recbole.model.knowledge_aware_recommender.kgcn.KGCN attribute) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS attribute) (recbole.model.knowledge_aware_recommender.ktup.KTUP attribute) (recbole.model.knowledge_aware_recommender.mkr.MKR attribute) (recbole.model.knowledge_aware_recommender.ripplenet.RippleNet attribute) (recbole.model.sequential_recommender.din.DIN attribute) (recbole.model.sequential_recommender.fpmc.FPMC attribute) (recbole.model.sequential_recommender.transrec.TransRec attribute)

InputType (class in recbole.utils.enum_type) inter_feat (recbole.data.dataset.dataset.Dataset attribute) inter_forward() (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.nais.NAIS method) inter_matrix() (recbole.data.dataset.dataset.Dataset method) inter_num() (recbole.data.dataset.dataset.Dataset property) Interaction (class in recbole.data.interaction) interaction (recbole.data.interaction.Interaction attribute) INTERACTION (recbole.utils.enum_type.FeatureSource attribute) ITEM (recbole.utils.enum_type.FeatureSource attribute) item2entity (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) item_feat (recbole.data.dataset.dataset.Dataset attribute) ITEM_ID (recbole.utils.enum_type.FeatureSource attribute) item_list_index (recbole.data.dataset.sequential_dataset.SequentialDataset attribute) item_list_length (recbole.data.dataset.sequential_dataset.SequentialDataset attribute) item_num() (recbole.data.dataset.dataset.Dataset property) ItemKNN (class in recbole.model.general_recommender.itemknn)

J

join() (recbole.data.dataset.dataset.Dataset method)

K

KG (recbole.utils.enum_type.FeatureSource attribute) (recbole.utils.enum_type.KGDataLoaderState attribute) kg_feat (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) kg_graph() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset method) Kg_Seq_Dataset (class in recbole.data.dataset.kg_seq_dataset) KGAT (class in recbole.model.knowledge_aware_recommender.kgat) KGATTrainer (class in recbole.trainer.trainer) KGCN (class in recbole.model.knowledge_aware_recommender.kgcn) KGDataLoader (class in recbole.data.dataloader.knowledge_dataloader) KGDataLoaderState (class in recbole.utils.enum_type)

KGNNLS (class in recbole.model.knowledge_aware_recommender.kgnnls) KGSampler (class in recbole.sampler.sampler) KGTrainer (class in recbole.trainer.trainer) KNOWLEDGE (recbole.utils.enum_type.ModelType attribute) KnowledgeBasedDataLoader (class in recbole.data.dataloader.knowledge_dataloader) KnowledgeBasedDataset (class in recbole.data.dataset.kg_dataset) KnowledgeRecommender (class in recbole.model.abstract_recommender) KSR (class in recbole.model.sequential_recommender.ksr) KSRDataset (class in recbole.data.dataset.customized_dataset) KTUP (class in recbole.model.knowledge_aware_recommender.ktup)

L

label_field (recbole.data.dataset.dataset.Dataset attribute) label_smoothness_predict() (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) leave_one_out() (recbole.config.eval_setting.EvalSetting method) (recbole.data.dataset.dataset.Dataset method) (recbole.data.dataset.sequential_dataset.SequentialDataset method)

LightGCN (class in recbole.model.general_recommender.lightgcn) LISTWISE (recbole.utils.enum_type.InputType attribute) load_pretrain() (recbole.model.general_recommender.neumf.NeuMF method) log_loss_() (in module recbole.evaluator.metrics) LossEvaluator (class in recbole.evaluator.loss_evaluator) LR (class in recbole.model.context_aware_recommender.lr)

M

mae_() (in module recbole.evaluator.metrics) map_() (in module recbole.evaluator.metrics) mask_softmax() (recbole.model.general_recommender.nais.NAIS method) memory_read() (recbole.model.sequential_recommender.ksr.KSR method) memory_update() (recbole.model.sequential_recommender.ksr.KSR method) metrics_info() (recbole.evaluator.abstract_evaluator.AbstractEvaluator method) (recbole.evaluator.loss_evaluator.LossEvaluator method) (recbole.evaluator.topk_evaluator.TopKEvaluator method) mix_neighbor_vectors() (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) MKR (class in recbole.model.knowledge_aware_recommender.mkr) MKRTrainer (class in recbole.trainer.trainer) MLPLayers (class in recbole.model.layers) ModelType (class in recbole.utils.enum_type) module recbole.config.configurator recbole.config.eval_setting recbole.data.dataloader.abstract_dataloader recbole.data.dataloader.context_dataloader recbole.data.dataloader.general_dataloader recbole.data.dataloader.knowledge_dataloader recbole.data.dataloader.neg_sample_mixin recbole.data.dataloader.sequential_dataloader recbole.data.dataloader.user_dataloader recbole.data.dataset.customized_dataset recbole.data.dataset.dataset recbole.data.dataset.kg_dataset recbole.data.dataset.kg_seq_dataset recbole.data.dataset.sequential_dataset recbole.data.dataset.social_dataset recbole.data.interaction recbole.data.utils recbole.evaluator.abstract_evaluator recbole.evaluator.loss_evaluator recbole.evaluator.metrics recbole.evaluator.topk_evaluator recbole.evaluator.utils recbole.model.abstract_recommender recbole.model.context_aware_recommender.afm recbole.model.context_aware_recommender.autoint recbole.model.context_aware_recommender.dcn recbole.model.context_aware_recommender.deepfm recbole.model.context_aware_recommender.dssm recbole.model.context_aware_recommender.ffm recbole.model.context_aware_recommender.fm recbole.model.context_aware_recommender.fnn recbole.model.context_aware_recommender.fwfm recbole.model.context_aware_recommender.lr recbole.model.context_aware_recommender.nfm recbole.model.context_aware_recommender.pnn recbole.model.context_aware_recommender.widedeep recbole.model.context_aware_recommender.xdeepfm recbole.model.general_recommender.bpr recbole.model.general_recommender.convncf recbole.model.general_recommender.dgcf recbole.model.general_recommender.dmf recbole.model.general_recommender.fism recbole.model.general_recommender.gcmc recbole.model.general_recommender.itemknn recbole.model.general_recommender.lightgcn recbole.model.general_recommender.nais recbole.model.general_recommender.neumf recbole.model.general_recommender.ngcf recbole.model.general_recommender.pop recbole.model.general_recommender.spectralcf recbole.model.init recbole.model.knowledge_aware_recommender.cfkg recbole.model.knowledge_aware_recommender.cke recbole.model.knowledge_aware_recommender.kgat recbole.model.knowledge_aware_recommender.kgcn recbole.model.knowledge_aware_recommender.kgnnls recbole.model.knowledge_aware_recommender.ktup recbole.model.knowledge_aware_recommender.mkr recbole.model.knowledge_aware_recommender.ripplenet recbole.model.layers recbole.model.loss recbole.model.sequential_recommender.bert4rec recbole.model.sequential_recommender.caser recbole.model.sequential_recommender.din recbole.model.sequential_recommender.fdsa recbole.model.sequential_recommender.fpmc recbole.model.sequential_recommender.gcsan recbole.model.sequential_recommender.gru4rec recbole.model.sequential_recommender.gru4recf recbole.model.sequential_recommender.gru4reckg recbole.model.sequential_recommender.ksr recbole.model.sequential_recommender.narm recbole.model.sequential_recommender.nextitnet recbole.model.sequential_recommender.s3rec recbole.model.sequential_recommender.sasrec recbole.model.sequential_recommender.sasrecf recbole.model.sequential_recommender.srgnn recbole.model.sequential_recommender.stamp recbole.model.sequential_recommender.transrec recbole.quick_start.quick_start recbole.sampler.sampler recbole.trainer.hyper_tuning recbole.trainer.trainer recbole.utils.enum_type recbole.utils.logger recbole.utils.utils

mrr_() (in module recbole.evaluator.metrics) multi_hot_embed() (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) MultiHeadAttention (class in recbole.model.layers)

N

NAIS (class in recbole.model.general_recommender.nais) NARM (class in recbole.model.sequential_recommender.narm) ndcg_() (in module recbole.evaluator.metrics) neg_sample_args (recbole.config.eval_setting.EvalSetting attribute) neg_sample_by() (recbole.config.eval_setting.EvalSetting method) NEGSAMPLE (recbole.utils.enum_type.DataLoaderType attribute) NegSampleByMixin (class in recbole.data.dataloader.neg_sample_mixin) NegSampleMixin (class in recbole.data.dataloader.neg_sample_mixin) NET (recbole.utils.enum_type.FeatureSource attribute)

net_feat (recbole.data.dataset.social_dataset.SocialDataset attribute) net_graph() (recbole.data.dataset.social_dataset.SocialDataset method) NeuMF (class in recbole.model.general_recommender.neumf) NextItNet (class in recbole.model.sequential_recommender.nextitnet) NFM (class in recbole.model.context_aware_recommender.nfm) NGCF (class in recbole.model.general_recommender.ngcf) non_seq_fields() (recbole.data.dataset.dataset.Dataset property) num() (recbole.data.dataset.dataset.Dataset method) numpy() (recbole.data.interaction.Interaction method)

O

objective_function() (in module recbole.quick_start.quick_start) ordering_args (recbole.config.eval_setting.EvalSetting attribute) ORIGIN (recbole.utils.enum_type.DataLoaderType attribute)

orthogonal() (in module recbole.model.general_recommender.gcmc) orthogonalLoss() (in module recbole.model.knowledge_aware_recommender.ktup) OuterProductLayer (class in recbole.model.context_aware_recommender.pnn)

P

pad_sequence() (in module recbole.evaluator.utils) PAIRWISE (recbole.utils.enum_type.InputType attribute) params2str() (recbole.trainer.hyper_tuning.HyperTuning static method) phase (recbole.sampler.sampler.RepeatableSampler attribute) (recbole.sampler.sampler.Sampler attribute) plot_train_loss() (recbole.trainer.trainer.Trainer method) PNN (class in recbole.model.context_aware_recommender.pnn) POINTWISE (recbole.utils.enum_type.InputType attribute) Pop (class in recbole.model.general_recommender.pop) pop100() (recbole.config.eval_setting.EvalSetting method) pop1000() (recbole.config.eval_setting.EvalSetting method) pos_len_list (recbole.data.interaction.Interaction attribute) pr (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) pr() (recbole.data.dataloader.knowledge_dataloader.KnowledgeBasedDataLoader property) pr_end() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader property) (recbole.data.dataloader.general_dataloader.GeneralDataLoader property) (recbole.data.dataloader.general_dataloader.GeneralFullDataLoader property) (recbole.data.dataloader.general_dataloader.GeneralNegSampleDataLoader property) (recbole.data.dataloader.knowledge_dataloader.KGDataLoader property) (recbole.data.dataloader.knowledge_dataloader.KnowledgeBasedDataLoader property) (recbole.data.dataloader.sequential_dataloader.SequentialDataLoader property) (recbole.data.dataloader.user_dataloader.UserDataLoader property) precision_() (in module recbole.evaluator.metrics) predict() (recbole.model.abstract_recommender.AbstractRecommender method) (recbole.model.context_aware_recommender.afm.AFM method) (recbole.model.context_aware_recommender.autoint.AutoInt method) (recbole.model.context_aware_recommender.dcn.DCN method) (recbole.model.context_aware_recommender.deepfm.DeepFM method) (recbole.model.context_aware_recommender.dssm.DSSM method) (recbole.model.context_aware_recommender.ffm.FFM method) (recbole.model.context_aware_recommender.fm.FM method) (recbole.model.context_aware_recommender.fnn.FNN method) (recbole.model.context_aware_recommender.fwfm.FwFM method) (recbole.model.context_aware_recommender.lr.LR method) (recbole.model.context_aware_recommender.nfm.NFM method) (recbole.model.context_aware_recommender.pnn.PNN method) (recbole.model.context_aware_recommender.widedeep.WideDeep method) (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) (recbole.model.general_recommender.bpr.BPR method) (recbole.model.general_recommender.convncf.ConvNCF method) (recbole.model.general_recommender.dgcf.DGCF method) (recbole.model.general_recommender.dmf.DMF method) (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.gcmc.GCMC method) (recbole.model.general_recommender.itemknn.ItemKNN method) (recbole.model.general_recommender.lightgcn.LightGCN method) (recbole.model.general_recommender.nais.NAIS method) (recbole.model.general_recommender.neumf.NeuMF method) (recbole.model.general_recommender.ngcf.NGCF method) (recbole.model.general_recommender.pop.Pop method) (recbole.model.general_recommender.spectralcf.SpectralCF method) (recbole.model.knowledge_aware_recommender.cfkg.CFKG method) (recbole.model.knowledge_aware_recommender.cke.CKE method) (recbole.model.knowledge_aware_recommender.kgat.KGAT method) (recbole.model.knowledge_aware_recommender.kgcn.KGCN method) (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) (recbole.model.knowledge_aware_recommender.ktup.KTUP method) (recbole.model.knowledge_aware_recommender.mkr.MKR method) (recbole.model.knowledge_aware_recommender.ripplenet.RippleNet method) (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) (recbole.model.sequential_recommender.caser.Caser method) (recbole.model.sequential_recommender.din.DIN method) (recbole.model.sequential_recommender.fdsa.FDSA method) (recbole.model.sequential_recommender.fpmc.FPMC method) (recbole.model.sequential_recommender.gcsan.GCSAN method) (recbole.model.sequential_recommender.gru4rec.GRU4Rec method) (recbole.model.sequential_recommender.gru4recf.GRU4RecF method) (recbole.model.sequential_recommender.gru4reckg.GRU4RecKG method) (recbole.model.sequential_recommender.ksr.KSR method) (recbole.model.sequential_recommender.narm.NARM method) (recbole.model.sequential_recommender.nextitnet.NextItNet method) (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.model.sequential_recommender.sasrec.SASRec method) (recbole.model.sequential_recommender.sasrecf.SASRecF method) (recbole.model.sequential_recommender.srgnn.SRGNN method) (recbole.model.sequential_recommender.stamp.STAMP method) (recbole.model.sequential_recommender.transrec.TransRec method)

prepare_data_augmentation() (recbole.data.dataset.sequential_dataset.SequentialDataset method) pretrain() (recbole.model.sequential_recommender.s3rec.S3Rec method) (recbole.trainer.trainer.S3RecTrainer method)

R

random() (recbole.sampler.sampler.AbstractSampler method) random_list (recbole.sampler.sampler.AbstractSampler attribute) random_ordering() (recbole.config.eval_setting.EvalSetting method) RANKING (recbole.utils.enum_type.EvaluatorType attribute) real_time (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) rec_level_ent_fields() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) recall_() (in module recbole.evaluator.metrics) recbole.config.configurator module recbole.config.eval_setting module recbole.data.dataloader.abstract_dataloader module recbole.data.dataloader.context_dataloader module recbole.data.dataloader.general_dataloader module recbole.data.dataloader.knowledge_dataloader module recbole.data.dataloader.neg_sample_mixin module recbole.data.dataloader.sequential_dataloader module recbole.data.dataloader.user_dataloader module recbole.data.dataset.customized_dataset module recbole.data.dataset.dataset module recbole.data.dataset.kg_dataset module recbole.data.dataset.kg_seq_dataset module recbole.data.dataset.sequential_dataset module recbole.data.dataset.social_dataset module recbole.data.interaction module recbole.data.utils module recbole.evaluator.abstract_evaluator module recbole.evaluator.loss_evaluator module recbole.evaluator.metrics module recbole.evaluator.topk_evaluator module recbole.evaluator.utils module recbole.model.abstract_recommender module recbole.model.context_aware_recommender.afm module recbole.model.context_aware_recommender.autoint module recbole.model.context_aware_recommender.dcn module recbole.model.context_aware_recommender.deepfm module recbole.model.context_aware_recommender.dssm module recbole.model.context_aware_recommender.ffm module recbole.model.context_aware_recommender.fm module recbole.model.context_aware_recommender.fnn module recbole.model.context_aware_recommender.fwfm module recbole.model.context_aware_recommender.lr module recbole.model.context_aware_recommender.nfm module recbole.model.context_aware_recommender.pnn module recbole.model.context_aware_recommender.widedeep module recbole.model.context_aware_recommender.xdeepfm module recbole.model.general_recommender.bpr module recbole.model.general_recommender.convncf module recbole.model.general_recommender.dgcf module recbole.model.general_recommender.dmf module recbole.model.general_recommender.fism module recbole.model.general_recommender.gcmc module recbole.model.general_recommender.itemknn module recbole.model.general_recommender.lightgcn module recbole.model.general_recommender.nais module recbole.model.general_recommender.neumf module recbole.model.general_recommender.ngcf module

recbole.model.general_recommender.pop module recbole.model.general_recommender.spectralcf module recbole.model.init module recbole.model.knowledge_aware_recommender.cfkg module recbole.model.knowledge_aware_recommender.cke module recbole.model.knowledge_aware_recommender.kgat module recbole.model.knowledge_aware_recommender.kgcn module recbole.model.knowledge_aware_recommender.kgnnls module recbole.model.knowledge_aware_recommender.ktup module recbole.model.knowledge_aware_recommender.mkr module recbole.model.knowledge_aware_recommender.ripplenet module recbole.model.layers module recbole.model.loss module recbole.model.sequential_recommender.bert4rec module recbole.model.sequential_recommender.caser module recbole.model.sequential_recommender.din module recbole.model.sequential_recommender.fdsa module recbole.model.sequential_recommender.fpmc module recbole.model.sequential_recommender.gcsan module recbole.model.sequential_recommender.gru4rec module recbole.model.sequential_recommender.gru4recf module recbole.model.sequential_recommender.gru4reckg module recbole.model.sequential_recommender.ksr module recbole.model.sequential_recommender.narm module recbole.model.sequential_recommender.nextitnet module recbole.model.sequential_recommender.s3rec module recbole.model.sequential_recommender.sasrec module recbole.model.sequential_recommender.sasrecf module recbole.model.sequential_recommender.srgnn module recbole.model.sequential_recommender.stamp module recbole.model.sequential_recommender.transrec module recbole.quick_start.quick_start module recbole.sampler.sampler module recbole.trainer.hyper_tuning module recbole.trainer.trainer module recbole.utils.enum_type module recbole.utils.logger module recbole.utils.utils module reconstruct_pretrain_data() (recbole.model.sequential_recommender.s3rec.S3Rec method) reconstruct_test_data() (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) reconstruct_train_data() (recbole.model.sequential_recommender.bert4rec.BERT4Rec method) reg_loss() (recbole.model.context_aware_recommender.pnn.PNN method) (recbole.model.context_aware_recommender.xdeepfm.xDeepFM method) (recbole.model.general_recommender.convncf.ConvNCF method) (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.nais.NAIS method) reg_loss_conv_h() (recbole.model.sequential_recommender.caser.Caser method) reg_loss_rb() (recbole.model.sequential_recommender.nextitnet.NextItNet method) RegLoss (class in recbole.model.loss) relation_field (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) relation_num() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) relations() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) repeat() (recbole.data.interaction.Interaction method) repeat_interleave() (recbole.data.interaction.Interaction method) RepeatableSampler (class in recbole.sampler.sampler) ResidualBlock_a (class in recbole.model.sequential_recommender.nextitnet) ResidualBlock_b (class in recbole.model.sequential_recommender.nextitnet) resume_checkpoint() (recbole.trainer.trainer.Trainer method) RippleNet (class in recbole.model.knowledge_aware_recommender.ripplenet) rmse_() (in module recbole.evaluator.metrics) RO_LS() (recbole.config.eval_setting.EvalSetting method) RO_RS() (recbole.config.eval_setting.EvalSetting method) RS (recbole.utils.enum_type.KGDataLoaderState attribute) RSKG (recbole.utils.enum_type.KGDataLoaderState attribute) run() (recbole.trainer.hyper_tuning.HyperTuning method) run_recbole() (in module recbole.quick_start.quick_start)

S

S3Rec (class in recbole.model.sequential_recommender.s3rec) S3RecTrainer (class in recbole.trainer.trainer) sample_by_entity_ids() (recbole.sampler.sampler.KGSampler method) sample_by_key_ids() (recbole.sampler.sampler.AbstractSampler method) sample_by_user_ids() (recbole.sampler.sampler.RepeatableSampler method) (recbole.sampler.sampler.Sampler method) sample_cor_samples() (in module recbole.model.general_recommender.dgcf) sample_neg_interaction() (recbole.model.knowledge_aware_recommender.kgnnls.KGNNLS method) Sampler (class in recbole.sampler.sampler) SASRec (class in recbole.model.sequential_recommender.sasrec) SASRecF (class in recbole.model.sequential_recommender.sasrecf) save() (recbole.data.dataset.dataset.Dataset method) (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset method) save_datasets() (in module recbole.data.utils) save_pretrained_model() (recbole.trainer.trainer.S3RecTrainer method) seq_fields() (recbole.data.dataset.dataset.Dataset property) SequenceAttLayer (class in recbole.model.layers) SEQUENTIAL (recbole.utils.enum_type.ModelType attribute) SequentialDataLoader (class in recbole.data.dataloader.sequential_dataloader) SequentialDataset (class in recbole.data.dataset.sequential_dataset) SequentialFullDataLoader (class in recbole.data.dataloader.sequential_dataloader) SequentialNegSampleDataLoader (class in recbole.data.dataloader.sequential_dataloader) SequentialRecommender (class in recbole.model.abstract_recommender) set() (recbole.data.utils.DLFriendlyAPI method) set_batch_size() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader method) set_field_property() (recbole.data.dataset.dataset.Dataset method) set_mode() (recbole.data.dataloader.knowledge_dataloader.KnowledgeBasedDataLoader method) set_neg_sampling() (recbole.config.eval_setting.EvalSetting method) set_ordering() (recbole.config.eval_setting.EvalSetting method) set_phase() (recbole.sampler.sampler.RepeatableSampler method) (recbole.sampler.sampler.Sampler method)

set_splitting() (recbole.config.eval_setting.EvalSetting method) setup() (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader method) (recbole.data.dataloader.general_dataloader.GeneralNegSampleDataLoader method) (recbole.data.dataloader.knowledge_dataloader.KGDataLoader method) (recbole.data.dataloader.neg_sample_mixin.NegSampleMixin method) (recbole.data.dataloader.user_dataloader.UserDataLoader method) shuffle (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) (recbole.data.dataloader.knowledge_dataloader.KGDataLoader attribute) (recbole.data.dataloader.user_dataloader.UserDataLoader attribute) shuffle() (recbole.data.dataset.dataset.Dataset method) SOCIAL (recbole.utils.enum_type.ModelType attribute) SocialDataset (class in recbole.data.dataset.social_dataset) softmax() (recbole.model.general_recommender.nais.NAIS method) sort() (recbole.data.dataset.dataset.Dataset method) sort_by() (recbole.config.eval_setting.EvalSetting method) source_field (recbole.data.dataset.social_dataset.SocialDataset attribute) sparse_dropout() (in module recbole.model.general_recommender.ngcf) SparseDropout (class in recbole.model.general_recommender.gcmc) sparsity() (recbole.data.dataset.dataset.Dataset property) SpectralCF (class in recbole.model.general_recommender.spectralcf) split_args (recbole.config.eval_setting.EvalSetting attribute) split_by_ratio() (recbole.config.eval_setting.EvalSetting method) (recbole.data.dataset.dataset.Dataset method) SRGNN (class in recbole.model.sequential_recommender.srgnn) st_gumbel_softmax() (recbole.model.knowledge_aware_recommender.ktup.KTUP method) STAMP (class in recbole.model.sequential_recommender.stamp) state (recbole.data.dataloader.knowledge_dataloader.KnowledgeBasedDataLoader attribute) step (recbole.data.dataloader.abstract_dataloader.AbstractDataLoader attribute) swish() (recbole.model.layers.FeedForward method)

T

tail_entities() (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset property) tail_entity_field (recbole.data.dataset.kg_dataset.KnowledgeBasedDataset attribute) target_field (recbole.data.dataset.social_dataset.SocialDataset attribute) target_index (recbole.data.dataset.sequential_dataset.SequentialDataset attribute) temporal_ordering() (recbole.config.eval_setting.EvalSetting method) time_field (recbole.data.dataset.dataset.Dataset attribute) to() (recbole.data.interaction.Interaction method) TO_LS() (recbole.config.eval_setting.EvalSetting method) TO_RS() (recbole.config.eval_setting.EvalSetting method) TOKEN (recbole.utils.enum_type.FeatureType attribute) token2id() (recbole.data.dataset.dataset.Dataset method) token_like_fields() (recbole.data.dataset.dataset.Dataset property) TOKEN_SEQ (recbole.utils.enum_type.FeatureType attribute) TopKEvaluator (class in recbole.evaluator.topk_evaluator)

TRADITIONAL (recbole.utils.enum_type.ModelType attribute) TraditionalTrainer (class in recbole.trainer.trainer) Trainer (class in recbole.trainer.trainer) TransformerEncoder (class in recbole.model.layers) TransformerLayer (class in recbole.model.layers) transpose_for_scores() (recbole.model.layers.MultiHeadAttention method) TransRec (class in recbole.model.sequential_recommender.transrec) trial() (recbole.trainer.hyper_tuning.HyperTuning method) trunc() (in module recbole.evaluator.utils) type (recbole.model.abstract_recommender.ContextRecommender attribute) (recbole.model.abstract_recommender.GeneralRecommender attribute) (recbole.model.abstract_recommender.KnowledgeRecommender attribute) (recbole.model.abstract_recommender.SequentialRecommender attribute) (recbole.model.general_recommender.itemknn.ItemKNN attribute) (recbole.model.general_recommender.pop.Pop attribute)

U

uid2index() (recbole.data.dataset.dataset.Dataset property) uid_field (recbole.data.dataset.dataset.Dataset attribute) uid_list (recbole.data.dataset.sequential_dataset.SequentialDataset attribute) uni100() (recbole.config.eval_setting.EvalSetting method) uni1000() (recbole.config.eval_setting.EvalSetting method) update() (recbole.data.interaction.Interaction method) update_attentive_A() (recbole.model.knowledge_aware_recommender.kgat.KGAT method) used_ids (recbole.sampler.sampler.AbstractSampler attribute)

USER (recbole.utils.enum_type.FeatureSource attribute) user_feat (recbole.data.dataset.dataset.Dataset attribute) user_forward() (recbole.model.general_recommender.fism.FISM method) (recbole.model.general_recommender.nais.NAIS method) USER_ID (recbole.utils.enum_type.FeatureSource attribute) user_len_list (recbole.data.interaction.Interaction attribute) user_num() (recbole.data.dataset.dataset.Dataset property) UserDataLoader (class in recbole.data.dataloader.user_dataloader)

V

VanillaAttention (class in recbole.model.layers)

W

WideDeep (class in recbole.model.context_aware_recommender.widedeep)

X

xavier_normal_initialization() (in module recbole.model.init)

xavier_uniform_initialization() (in module recbole.model.init) xDeepFM (class in recbole.model.context_aware_recommender.xdeepfm)