Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W A add_modalities() (cornac.eval_methods.base_method.BaseMethod method) AMR (class in cornac.models.amr.recom_amr) ANNMixin (class in cornac.models.recommender) AUC (class in cornac.metrics) B BaseMethod (class in cornac.eval_methods.base_method) BaseTokenizer (class in cornac.data.text) basket_ids (cornac.data.dataset.BasketDataset property) basket_iter() (cornac.data.dataset.BasketDataset method) BasketDataset (class in cornac.data.dataset) baskets (cornac.data.dataset.BasketDataset property) batch() (cornac.data.graph.GraphModality method) batch_feature() (cornac.data.modality.FeatureModality method) batch_image() (cornac.data.image.ImageModality method) batch_seq() (cornac.data.text.TextModality method) batch_tfidf() (cornac.data.text.TextModality method) batch_tokenize() (cornac.data.text.BaseTokenizer method) (cornac.data.text.Tokenizer method) Beacon (class in cornac.models.beacon.recom_beacon) BiVAECF (class in cornac.models.bivaecf.recom_bivaecf) BPR (class in cornac.models.bpr.recom_bpr) build() (cornac.data.dataset.BasketDataset class method) (cornac.data.dataset.Dataset class method) (cornac.data.dataset.SequentialDataset class method) (cornac.data.graph.GraphModality method) (cornac.data.image.ImageModality method) (cornac.data.modality.FeatureModality method) (cornac.data.sentiment.SentimentModality method) (cornac.data.text.TextModality method) build_tok2idx() (cornac.data.text.Vocabulary method) C C2PF (class in cornac.models.c2pf.recom_c2pf) CausalRec (class in cornac.models.causalrec.recom_causalrec) CDL (class in cornac.models.cdl.recom_cdl) CDR (class in cornac.models.cdr.recom_cdr) chrono_item_data (cornac.data.dataset.Dataset property) chrono_user_basket_data (cornac.data.dataset.BasketDataset property) chrono_user_data (cornac.data.dataset.Dataset property) chrono_user_session_data (cornac.data.dataset.SequentialDataset property) clone() (cornac.models.recommender.Recommender method) COE (class in cornac.models.coe.recom_coe) ComparERObj (class in cornac.models.comparer.recom_comparer_obj) ComparERSub (class in cornac.models.comparer.recom_comparer_sub) Continuous (class in cornac.hyperopt) ConvMF (class in cornac.models.conv_mf.recom_convmf) cornac.data.dataset module cornac.data.graph module cornac.data.image module cornac.data.modality module cornac.data.reader module cornac.data.sentiment module cornac.data.text module cornac.datasets module cornac.datasets.amazon_clothing module cornac.datasets.amazon_digital_music module cornac.datasets.amazon_office module cornac.datasets.amazon_toy module cornac.datasets.citeulike module cornac.datasets.epinions module cornac.datasets.filmtrust module cornac.datasets.movielens module cornac.datasets.netflix module cornac.datasets.tradesy module cornac.eval_methods module cornac.eval_methods.base_method module cornac.eval_methods.cross_validation module cornac.eval_methods.propensity_stratified_evaluation module cornac.eval_methods.ratio_split module cornac.eval_methods.stratified_split module cornac.experiment module cornac.experiment.experiment module cornac.experiment.result module, [1], [2], [3] cornac.hyperopt module, [1], [2] cornac.metrics module cornac.models module cornac.models.amr.recom_amr module cornac.models.beacon.recom_beacon module cornac.models.bivaecf.recom_bivaecf module cornac.models.c2pf.recom_c2pf module cornac.models.causalrec.recom_causalrec module cornac.models.cdl.recom_cdl module cornac.models.cdr.recom_cdr module cornac.models.coe.recom_coe module cornac.models.comparer.recom_comparer_obj module cornac.models.comparer.recom_comparer_sub module cornac.models.conv_mf.recom_convmf module cornac.models.ctr.recom_ctr module cornac.models.cvae.recom_cvae module cornac.models.cvaecf.recom_cvaecf module cornac.models.dmrl.recom_dmrl module cornac.models.dnntsp.recom_dnntsp module cornac.models.ease.recom_ease module cornac.models.efm.recom_efm module cornac.models.gcmc.recom_gcmc module cornac.models.global_avg.recom_global_avg module cornac.models.gru4rec.recom_gru4rec module cornac.models.hft.recom_hft module cornac.models.hpf.recom_hpf module cornac.models.hrdr.recom_hrdr module cornac.models.hypar.recom_hypar module cornac.models.ibpr.recom_ibpr module cornac.models.lightgcn.recom_lightgcn module cornac.models.mcf.recom_mcf module cornac.models.mf.recom_mf module cornac.models.mmmf.recom_mmmf module cornac.models.most_pop.recom_most_pop module cornac.models.mter.recom_mter module cornac.models.narre.recom_narre module cornac.models.ncf.recom_gmf module cornac.models.ncf.recom_mlp module cornac.models.ncf.recom_neumf module cornac.models.ngcf.recom_ngcf module cornac.models.nmf.recom_nmf module cornac.models.online_ibpr.recom_online_ibpr module cornac.models.pcrl.recom_pcrl module cornac.models.pmf.recom_pmf module cornac.models.recommender module cornac.models.recvae.recom_recvae module cornac.models.skm.recom_skmeans module cornac.models.sorec.recom_sorec module cornac.models.spop.recom_spop module cornac.models.svd.recom_svd module cornac.models.tifuknn.recom_tifuknn module cornac.models.trirank.recom_trirank module cornac.models.upcf.recom_upcf module cornac.models.vaecf.recom_vaecf module cornac.models.vbpr.recom_vbpr module cornac.models.vmf.recom_vmf module cornac.models.wmf.recom_wmf module CountVectorizer (class in cornac.data.text) CrossValidation (class in cornac.eval_methods.cross_validation) csc_matrix (cornac.data.dataset.Dataset property) csr_matrix (cornac.data.dataset.Dataset property) CTR (class in cornac.models.ctr.recom_ctr) CVAE (class in cornac.models.cvae.recom_cvae) CVAECF (class in cornac.models.cvaecf.recom_cvaecf) CVExperimentResult (class in cornac.experiment.result) CVResult (class in cornac.experiment.result) D Dataset (class in cornac.data.dataset) default_score() (cornac.models.recommender.Recommender method) Discrete (class in cornac.hyperopt) DMRL (class in cornac.models.dmrl.recom_dmrl) DNNTSP (class in cornac.models.dnntsp.recom_dnntsp) dok_matrix (cornac.data.dataset.Dataset property) E early_stop() (cornac.models.recommender.Recommender method) EASE (class in cornac.models.ease.recom_ease) EFM (class in cornac.models.efm.recom_efm) eval() (cornac.eval_methods.base_method.BaseMethod static method) eval_train_set_performance() (cornac.models.dmrl.recom_dmrl.DMRL method) evaluate() (cornac.eval_methods.base_method.BaseMethod method) (cornac.eval_methods.cross_validation.CrossValidation method) (cornac.eval_methods.propensity_stratified_evaluation.PropensityStratifiedEvaluation method) Experiment (class in cornac.experiment.experiment) ExperimentResult (class in cornac.experiment.result) F fallback_feature() (in module cornac.data.modality) feature_dim (cornac.data.modality.FeatureModality property) FeatureModality (class in cornac.data.modality) features (cornac.data.modality.FeatureModality property) fit() (cornac.data.text.CountVectorizer method) (cornac.models.amr.recom_amr.AMR method) (cornac.models.beacon.recom_beacon.Beacon method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.bpr.recom_bpr.BPR method) (cornac.models.bpr.recom_wbpr.WBPR method) (cornac.models.c2pf.recom_c2pf.C2PF method) (cornac.models.causalrec.recom_causalrec.CausalRec method) (cornac.models.cdl.recom_cdl.CDL method) (cornac.models.cdr.recom_cdr.CDR method) (cornac.models.coe.recom_coe.COE method) (cornac.models.comparer.recom_comparer_obj.ComparERObj method) (cornac.models.comparer.recom_comparer_sub.ComparERSub method) (cornac.models.conv_mf.recom_convmf.ConvMF method) (cornac.models.ctr.recom_ctr.CTR method) (cornac.models.cvae.recom_cvae.CVAE method) (cornac.models.cvaecf.recom_cvaecf.CVAECF method) (cornac.models.dmrl.recom_dmrl.DMRL method) (cornac.models.dnntsp.recom_dnntsp.DNNTSP method) (cornac.models.ease.recom_ease.EASE method) (cornac.models.efm.recom_efm.EFM method) (cornac.models.gcmc.recom_gcmc.GCMC method) (cornac.models.gru4rec.recom_gru4rec.GRU4Rec method) (cornac.models.hft.recom_hft.HFT method) (cornac.models.hpf.recom_hpf.HPF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.hypar.recom_hypar.HypAR method) (cornac.models.ibpr.recom_ibpr.IBPR method) (cornac.models.knn.recom_knn.ItemKNN method) (cornac.models.knn.recom_knn.UserKNN method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.lrppm.recom_lrppm.LRPPM method) (cornac.models.mcf.recom_mcf.MCF method) (cornac.models.mf.recom_mf.MF method) (cornac.models.most_pop.recom_most_pop.MostPop method) (cornac.models.mter.recom_mter.MTER method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.nmf.recom_nmf.NMF method) (cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method) (cornac.models.pcrl.recom_pcrl.PCRL method) (cornac.models.pmf.recom_pmf.PMF method) (cornac.models.recommender.Recommender method) (cornac.models.recvae.recom_recvae.RecVAE method) (cornac.models.sbpr.recom_sbpr.SBPR method) (cornac.models.skm.recom_skmeans.SKMeans method) (cornac.models.sorec.recom_sorec.SoRec method) (cornac.models.spop.recom_spop.SPop method) (cornac.models.tifuknn.recom_tifuknn.TIFUKNN method) (cornac.models.trirank.recom_trirank.TriRank method) (cornac.models.upcf.recom_upcf.UPCF method) (cornac.models.vaecf.recom_vaecf.VAECF method) (cornac.models.vbpr.recom_vbpr.VBPR method) (cornac.models.vmf.recom_vmf.VMF method) (cornac.models.wmf.recom_wmf.WMF method) fit_transform() (cornac.data.text.CountVectorizer method) FMeasure (class in cornac.metrics) from_feature() (cornac.data.graph.GraphModality class method) from_pretrained() (cornac.models.ncf.recom_neumf.NeuMF method) from_sequences() (cornac.data.text.Vocabulary class method) from_sit() (cornac.data.dataset.SequentialDataset class method) from_sitjson() (cornac.data.dataset.SequentialDataset class method) from_splits() (cornac.eval_methods.base_method.BaseMethod class method) from_tokens() (cornac.data.text.Vocabulary class method) from_ubi() (cornac.data.dataset.BasketDataset class method) from_ubit() (cornac.data.dataset.BasketDataset class method) from_ubitjson() (cornac.data.dataset.BasketDataset class method) from_uir() (cornac.data.dataset.Dataset class method) from_uirt() (cornac.data.dataset.Dataset class method) from_usit() (cornac.data.dataset.SequentialDataset class method) from_usitjson() (cornac.data.dataset.SequentialDataset class method) G GCMC (class in cornac.models.gcmc.recom_gcmc) get_item_image_embedding() (cornac.models.dmrl.recom_dmrl.DMRL method) get_item_text_embeddings() (cornac.models.dmrl.recom_dmrl.DMRL method) get_item_vectors() (cornac.models.amr.recom_amr.AMR method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.bpr.recom_bpr.BPR method) (cornac.models.c2pf.recom_c2pf.C2PF method) (cornac.models.cdl.recom_cdl.CDL method) (cornac.models.cdr.recom_cdr.CDR method) (cornac.models.coe.recom_coe.COE method) (cornac.models.conv_mf.recom_convmf.ConvMF method) (cornac.models.ctr.recom_ctr.CTR method) (cornac.models.cvae.recom_cvae.CVAE method) (cornac.models.ease.recom_ease.EASE method) (cornac.models.hft.recom_hft.HFT method) (cornac.models.hpf.recom_hpf.HPF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.ibpr.recom_ibpr.IBPR method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.mcf.recom_mcf.MCF method) (cornac.models.mf.recom_mf.MF method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.nmf.recom_nmf.NMF method) (cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method) (cornac.models.pcrl.recom_pcrl.PCRL method) (cornac.models.pmf.recom_pmf.PMF method) (cornac.models.recommender.ANNMixin method) (cornac.models.sorec.recom_sorec.SoRec method) (cornac.models.vbpr.recom_vbpr.VBPR method) (cornac.models.vmf.recom_vmf.VMF method) (cornac.models.wmf.recom_wmf.WMF method) get_modality_embeddings() (cornac.models.dmrl.recom_dmrl.DMRL method) get_node_degree() (cornac.data.graph.GraphModality method) get_params() (cornac.models.comparer.recom_comparer_obj.ComparERObj method) get_train_triplet() (cornac.data.graph.GraphModality method) get_user_vectors() (cornac.models.amr.recom_amr.AMR method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.bpr.recom_bpr.BPR method) (cornac.models.c2pf.recom_c2pf.C2PF method) (cornac.models.cdl.recom_cdl.CDL method) (cornac.models.cdr.recom_cdr.CDR method) (cornac.models.coe.recom_coe.COE method) (cornac.models.conv_mf.recom_convmf.ConvMF method) (cornac.models.ctr.recom_ctr.CTR method) (cornac.models.cvae.recom_cvae.CVAE method) (cornac.models.ease.recom_ease.EASE method) (cornac.models.hft.recom_hft.HFT method) (cornac.models.hpf.recom_hpf.HPF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.ibpr.recom_ibpr.IBPR method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.mcf.recom_mcf.MCF method) (cornac.models.mf.recom_mf.MF method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.nmf.recom_nmf.NMF method) (cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method) (cornac.models.pcrl.recom_pcrl.PCRL method) (cornac.models.pmf.recom_pmf.PMF method) (cornac.models.recommender.ANNMixin method) (cornac.models.sorec.recom_sorec.SoRec method) (cornac.models.vbpr.recom_vbpr.VBPR method) (cornac.models.vmf.recom_vmf.VMF method) (cornac.models.wmf.recom_wmf.WMF method) get_vector_measure() (cornac.models.amr.recom_amr.AMR method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.bpr.recom_bpr.BPR method) (cornac.models.c2pf.recom_c2pf.C2PF method) (cornac.models.cdl.recom_cdl.CDL method) (cornac.models.cdr.recom_cdr.CDR method) (cornac.models.coe.recom_coe.COE method) (cornac.models.conv_mf.recom_convmf.ConvMF method) (cornac.models.ctr.recom_ctr.CTR method) (cornac.models.cvae.recom_cvae.CVAE method) (cornac.models.ease.recom_ease.EASE method) (cornac.models.hft.recom_hft.HFT method) (cornac.models.hpf.recom_hpf.HPF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.ibpr.recom_ibpr.IBPR method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.mcf.recom_mcf.MCF method) (cornac.models.mf.recom_mf.MF method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.nmf.recom_nmf.NMF method) (cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method) (cornac.models.pcrl.recom_pcrl.PCRL method) (cornac.models.pmf.recom_pmf.PMF method) (cornac.models.recommender.ANNMixin method) (cornac.models.sorec.recom_sorec.SoRec method) (cornac.models.vbpr.recom_vbpr.VBPR method) (cornac.models.vmf.recom_vmf.VMF method) (cornac.models.wmf.recom_wmf.WMF method) global_mean (cornac.data.dataset.Dataset attribute) (cornac.models.recommender.Recommender attribute) GlobalAvg (class in cornac.models.global_avg.recom_global_avg) GMF (class in cornac.models.ncf.recom_gmf) GraphModality (class in cornac.data.graph) GridSearch (class in cornac.hyperopt) GRU4Rec (class in cornac.models.gru4rec.recom_gru4rec) H HFT (class in cornac.models.hft.recom_hft) HitRatio (class in cornac.metrics) HPF (class in cornac.models.hpf.recom_hpf) HRDR (class in cornac.models.hrdr.recom_hrdr) HypAR (class in cornac.models.hypar.recom_hypar) I IBPR (class in cornac.models.ibpr.recom_ibpr) idx_iter() (cornac.data.dataset.Dataset method) iid_map (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) ImageModality (class in cornac.data.image) initialize_and_build_modalities() (cornac.models.dmrl.recom_dmrl.DMRL method) is_ann_supported() (in module cornac.models.recommender) is_unknown_item() (cornac.models.recommender.Recommender method) is_unknown_user() (cornac.models.recommender.Recommender method) item_data (cornac.data.dataset.Dataset property) item_ids (cornac.data.dataset.Dataset property) (cornac.models.recommender.Recommender property) item_iter() (cornac.data.dataset.Dataset method) ItemKNN (class in cornac.models.knn.recom_knn) K knows_item() (cornac.models.recommender.Recommender method) knows_user() (cornac.models.recommender.Recommender method) L LightGCN (class in cornac.models.lightgcn.recom_lightgcn) load() (cornac.data.dataset.Dataset static method) (cornac.data.text.Vocabulary class method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF static method) (cornac.models.hrdr.recom_hrdr.HRDR static method) (cornac.models.hypar.recom_hypar.HypAR method) (cornac.models.narre.recom_narre.NARRE static method) (cornac.models.recommender.Recommender static method) load_feedback() (in module cornac.datasets.amazon_clothing) (in module cornac.datasets.amazon_digital_music) (in module cornac.datasets.amazon_office) (in module cornac.datasets.amazon_toy) (in module cornac.datasets.citeulike) (in module cornac.datasets.epinions) (in module cornac.datasets.filmtrust) (in module cornac.datasets.movielens) (in module cornac.datasets.netflix) (in module cornac.datasets.tradesy) load_graph() (in module cornac.datasets.amazon_clothing) (in module cornac.datasets.amazon_office) load_plot() (in module cornac.datasets.movielens) load_review() (in module cornac.datasets.amazon_digital_music) load_sentiment() (in module cornac.datasets.amazon_toy) load_text() (in module cornac.datasets.amazon_clothing) (in module cornac.datasets.citeulike) load_trust() (in module cornac.datasets.epinions) (in module cornac.datasets.filmtrust) load_visual_feature() (in module cornac.datasets.amazon_clothing) (in module cornac.datasets.tradesy) LRPPM (class in cornac.models.lrppm.recom_lrppm) M MAE (class in cornac.metrics) MAP (class in cornac.metrics) matrix (cornac.data.dataset.Dataset property) (cornac.data.graph.GraphModality property) max_rating (cornac.data.dataset.Dataset attribute) (cornac.models.recommender.Recommender attribute) MCF (class in cornac.models.mcf.recom_mcf) metric_mean (cornac.experiment.result.CVResult attribute) metric_std (cornac.experiment.result.CVResult attribute) MF (class in cornac.models.mf.recom_mf) min_rating (cornac.data.dataset.Dataset attribute) (cornac.models.recommender.Recommender attribute) MLP (class in cornac.models.ncf.recom_mlp) MMMF (class in cornac.models.mmmf.recom_mmmf) Modality (class in cornac.data.modality) module cornac.data.dataset cornac.data.graph cornac.data.image cornac.data.modality cornac.data.reader cornac.data.sentiment cornac.data.text cornac.datasets cornac.datasets.amazon_clothing cornac.datasets.amazon_digital_music cornac.datasets.amazon_office cornac.datasets.amazon_toy cornac.datasets.citeulike cornac.datasets.epinions cornac.datasets.filmtrust cornac.datasets.movielens cornac.datasets.netflix cornac.datasets.tradesy cornac.eval_methods cornac.eval_methods.base_method cornac.eval_methods.cross_validation cornac.eval_methods.propensity_stratified_evaluation cornac.eval_methods.ratio_split cornac.eval_methods.stratified_split cornac.experiment cornac.experiment.experiment cornac.experiment.result, [1], [2], [3] cornac.hyperopt, [1], [2] cornac.metrics cornac.models cornac.models.amr.recom_amr cornac.models.beacon.recom_beacon cornac.models.bivaecf.recom_bivaecf cornac.models.c2pf.recom_c2pf cornac.models.causalrec.recom_causalrec cornac.models.cdl.recom_cdl cornac.models.cdr.recom_cdr cornac.models.coe.recom_coe cornac.models.comparer.recom_comparer_obj cornac.models.comparer.recom_comparer_sub cornac.models.conv_mf.recom_convmf cornac.models.ctr.recom_ctr cornac.models.cvae.recom_cvae cornac.models.cvaecf.recom_cvaecf cornac.models.dmrl.recom_dmrl cornac.models.dnntsp.recom_dnntsp cornac.models.ease.recom_ease cornac.models.efm.recom_efm cornac.models.gcmc.recom_gcmc cornac.models.global_avg.recom_global_avg cornac.models.gru4rec.recom_gru4rec cornac.models.hft.recom_hft cornac.models.hpf.recom_hpf cornac.models.hrdr.recom_hrdr cornac.models.hypar.recom_hypar cornac.models.ibpr.recom_ibpr cornac.models.lightgcn.recom_lightgcn cornac.models.mcf.recom_mcf cornac.models.mf.recom_mf cornac.models.mmmf.recom_mmmf cornac.models.most_pop.recom_most_pop cornac.models.mter.recom_mter cornac.models.narre.recom_narre cornac.models.ncf.recom_gmf cornac.models.ncf.recom_mlp cornac.models.ncf.recom_neumf cornac.models.ngcf.recom_ngcf cornac.models.nmf.recom_nmf cornac.models.online_ibpr.recom_online_ibpr cornac.models.pcrl.recom_pcrl cornac.models.pmf.recom_pmf cornac.models.recommender cornac.models.recvae.recom_recvae cornac.models.skm.recom_skmeans cornac.models.sorec.recom_sorec cornac.models.spop.recom_spop cornac.models.svd.recom_svd cornac.models.tifuknn.recom_tifuknn cornac.models.trirank.recom_trirank cornac.models.upcf.recom_upcf cornac.models.vaecf.recom_vaecf cornac.models.vbpr.recom_vbpr cornac.models.vmf.recom_vmf cornac.models.wmf.recom_wmf monitor_value() (cornac.models.comparer.recom_comparer_obj.ComparERObj method) (cornac.models.hypar.recom_hypar.HypAR method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.recommender.Recommender method) MostPop (class in cornac.models.most_pop.recom_most_pop) MovieLens (class in cornac.datasets.movielens) MRR (class in cornac.metrics) MSE (class in cornac.metrics) MTER (class in cornac.models.mter.recom_mter) N name (cornac.metrics.MAE attribute) (cornac.metrics.MSE attribute) (cornac.metrics.RMSE attribute) NARRE (class in cornac.models.narre.recom_narre) NCRR (class in cornac.metrics) NDCG (class in cornac.metrics) NeuMF (class in cornac.models.ncf.recom_neumf) NextBasketRecommender (class in cornac.models.recommender) NextItemRecommender (class in cornac.models.recommender) NGCF (class in cornac.models.ngcf.recom_ngcf) NMF (class in cornac.models.nmf.recom_nmf) num_aspects (cornac.data.sentiment.SentimentModality property) num_batches() (cornac.data.dataset.Dataset method) (cornac.data.dataset.SequentialDataset method) num_item_batches() (cornac.data.dataset.Dataset method) num_items (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) num_opinions (cornac.data.sentiment.SentimentModality property) num_ratings (cornac.data.dataset.Dataset attribute) num_user_batches() (cornac.data.dataset.Dataset method) num_users (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) O OnlineIBPR (class in cornac.models.online_ibpr.recom_online_ibpr) organize_metrics() (cornac.eval_methods.base_method.BaseMethod static method) P path (cornac.datasets.movielens.MovieLens attribute) PCRL (class in cornac.models.pcrl.recom_pcrl) PMF (class in cornac.models.pmf.recom_pmf) Precision (class in cornac.metrics) PropensityStratifiedEvaluation (class in cornac.eval_methods.propensity_stratified_evaluation) R RandomSearch (class in cornac.hyperopt) rank() (cornac.models.comparer.recom_comparer_obj.ComparERObj method) (cornac.models.comparer.recom_comparer_sub.ComparERSub method) (cornac.models.efm.recom_efm.EFM method) (cornac.models.lrppm.recom_lrppm.LRPPM method) (cornac.models.recommender.Recommender method) ranking_eval() (in module cornac.eval_methods.base_method) (in module cornac.eval_methods.propensity_stratified_evaluation) rate() (cornac.models.recommender.Recommender method) rating_eval() (in module cornac.eval_methods.base_method) RatioSplit (class in cornac.eval_methods.ratio_split) read() (cornac.data.reader.Reader method) read_text() (in module cornac.data.reader) Reader (class in cornac.data.reader) Recall (class in cornac.metrics) recom_bo (in module cornac.models.baseline_only) recommend() (cornac.models.recommender.Recommender method) Recommender (class in cornac.models.recommender) RecVAE (class in cornac.models.recvae.recom_recvae) reset() (cornac.data.dataset.Dataset method) Result (class in cornac.experiment.result) result (cornac.experiment.experiment.Experiment attribute) RMSE (class in cornac.metrics) run() (cornac.experiment.experiment.Experiment method) S s_iter() (cornac.data.dataset.SequentialDataset method) save() (cornac.data.dataset.Dataset method) (cornac.data.text.Vocabulary method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.hypar.recom_hypar.HypAR method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.recommender.Recommender method) SBPR (class in cornac.models.sbpr.recom_sbpr) score() (cornac.models.amr.recom_amr.AMR method) (cornac.models.beacon.recom_beacon.Beacon method) (cornac.models.bivaecf.recom_bivaecf.BiVAECF method) (cornac.models.bpr.recom_bpr.BPR method) (cornac.models.c2pf.recom_c2pf.C2PF method) (cornac.models.causalrec.recom_causalrec.CausalRec method) (cornac.models.cdl.recom_cdl.CDL method) (cornac.models.cdr.recom_cdr.CDR method) (cornac.models.coe.recom_coe.COE method) (cornac.models.comparer.recom_comparer_obj.ComparERObj method) (cornac.models.conv_mf.recom_convmf.ConvMF method) (cornac.models.ctr.recom_ctr.CTR method) (cornac.models.cvae.recom_cvae.CVAE method) (cornac.models.cvaecf.recom_cvaecf.CVAECF method) (cornac.models.dmrl.recom_dmrl.DMRL method) (cornac.models.dnntsp.recom_dnntsp.DNNTSP method) (cornac.models.ease.recom_ease.EASE method) (cornac.models.efm.recom_efm.EFM method) (cornac.models.gcmc.recom_gcmc.GCMC method) (cornac.models.global_avg.recom_global_avg.GlobalAvg method) (cornac.models.gru4rec.recom_gru4rec.GRU4Rec method) (cornac.models.hft.recom_hft.HFT method) (cornac.models.hpf.recom_hpf.HPF method) (cornac.models.hrdr.recom_hrdr.HRDR method) (cornac.models.hypar.recom_hypar.HypAR method) (cornac.models.ibpr.recom_ibpr.IBPR method) (cornac.models.knn.recom_knn.ItemKNN method) (cornac.models.knn.recom_knn.UserKNN method) (cornac.models.lightgcn.recom_lightgcn.LightGCN method) (cornac.models.lrppm.recom_lrppm.LRPPM method) (cornac.models.mcf.recom_mcf.MCF method) (cornac.models.mf.recom_mf.MF method) (cornac.models.most_pop.recom_most_pop.MostPop method) (cornac.models.mter.recom_mter.MTER method) (cornac.models.narre.recom_narre.NARRE method) (cornac.models.ngcf.recom_ngcf.NGCF method) (cornac.models.nmf.recom_nmf.NMF method) (cornac.models.online_ibpr.recom_online_ibpr.OnlineIBPR method) (cornac.models.pcrl.recom_pcrl.PCRL method) (cornac.models.pmf.recom_pmf.PMF method) (cornac.models.recommender.NextBasketRecommender method) (cornac.models.recommender.NextItemRecommender method) (cornac.models.recommender.Recommender method) (cornac.models.recvae.recom_recvae.RecVAE method) (cornac.models.skm.recom_skmeans.SKMeans method) (cornac.models.sorec.recom_sorec.SoRec method) (cornac.models.spop.recom_spop.SPop method) (cornac.models.tifuknn.recom_tifuknn.TIFUKNN method) (cornac.models.trirank.recom_trirank.TriRank method) (cornac.models.upcf.recom_upcf.UPCF method) (cornac.models.vaecf.recom_vaecf.VAECF method) (cornac.models.vbpr.recom_vbpr.VBPR method) (cornac.models.vmf.recom_vmf.VMF method) (cornac.models.wmf.recom_wmf.WMF method) SentimentModality (class in cornac.data.sentiment) sep (cornac.datasets.movielens.MovieLens attribute) SequentialDataset (class in cornac.data.dataset) session_ids (cornac.data.dataset.SequentialDataset property) session_iter() (cornac.data.dataset.SequentialDataset method) sessions (cornac.data.dataset.SequentialDataset property) si_iter() (cornac.data.dataset.SequentialDataset method) skip (cornac.datasets.movielens.MovieLens attribute) SKMeans (class in cornac.models.skm.recom_skmeans) SoRec (class in cornac.models.sorec.recom_sorec) SPop (class in cornac.models.spop.recom_spop) StratifiedSplit (class in cornac.eval_methods.stratified_split) SVD (class in cornac.models.svd.recom_svd) T TextModality (class in cornac.data.text) tfidf_matrix (cornac.data.text.TextModality property) TIFUKNN (class in cornac.models.tifuknn.recom_tifuknn) timestamps (cornac.data.dataset.BasketDataset attribute) (cornac.data.dataset.Dataset attribute) (cornac.data.dataset.SequentialDataset attribute) to_idx() (cornac.data.text.Vocabulary method) to_text() (cornac.data.text.Vocabulary method) tokenize() (cornac.data.text.BaseTokenizer method) (cornac.data.text.Tokenizer method) Tokenizer (class in cornac.data.text) total_items (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) (cornac.models.recommender.Recommender property) total_users (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) (cornac.models.recommender.Recommender property) transform() (cornac.data.text.CountVectorizer method) (cornac.models.gcmc.recom_gcmc.GCMC method) (cornac.models.recommender.Recommender method) TriRank (class in cornac.models.trirank.recom_trirank) U ub_iter() (cornac.data.dataset.BasketDataset method) ubi_iter() (cornac.data.dataset.BasketDataset method) ubi_tuple (cornac.data.dataset.BasketDataset attribute) uid_map (cornac.models.recommender.NextBasketRecommender attribute) (cornac.models.recommender.NextItemRecommender attribute) (cornac.models.recommender.Recommender attribute) uij_iter() (cornac.data.dataset.Dataset method) uir_iter() (cornac.data.dataset.Dataset method) uir_tuple (cornac.data.dataset.Dataset attribute) unzip (cornac.datasets.movielens.MovieLens attribute) UPCF (class in cornac.models.upcf.recom_upcf) url (cornac.datasets.movielens.MovieLens attribute) user_basket_data (cornac.data.dataset.BasketDataset property) user_data (cornac.data.dataset.Dataset property) user_ids (cornac.data.dataset.Dataset property) (cornac.models.recommender.Recommender property) user_iter() (cornac.data.dataset.Dataset method) user_session_data (cornac.data.dataset.SequentialDataset property) UserKNN (class in cornac.models.knn.recom_knn) usi_iter() (cornac.data.dataset.SequentialDataset method) V VAECF (class in cornac.models.vaecf.recom_vaecf) val_result (cornac.experiment.experiment.Experiment attribute) VBPR (class in cornac.models.vbpr.recom_vbpr) VMF (class in cornac.models.vmf.recom_vmf) Vocabulary (class in cornac.data.text) W WBPR (class in cornac.models.bpr.recom_wbpr) WMF (class in cornac.models.wmf.recom_wmf)