Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | V | W _ __init__() (corerec.embeddings.multimodal.MultimodalEncoder method) (corerec.embeddings.MultimodalEncoder method) (corerec.embeddings.pretrained.PretrainedEmbeddings method) (corerec.embeddings.PretrainedEmbeddings method) (corerec.embeddings.text.TextEncoder method) (corerec.embeddings.TextEncoder method) (corerec.engines.collaborative.sar.SAR method) (corerec.evaluation.CrossValidator method) (corerec.evaluation.Evaluator method) (corerec.evaluation.evaluator.CrossValidator method) (corerec.evaluation.evaluator.Evaluator method) (corerec.explanation.feature_based.FeatureExplainer method) (corerec.explanation.feature_based.HistoryExplainer method) (corerec.explanation.generative.GenerativeExplainer method) (corerec.pipelines.data_pipeline.DataPipeline method) (corerec.pipelines.orchestrator.RecommendationPipeline method) (corerec.ranking.feature_cross.FeatureCrossRanker method) (corerec.ranking.pairwise.PairwiseRanker method) (corerec.ranking.pointwise.PointwiseRanker method) (corerec.reranking.diversity.CategorySpreadReranker method) (corerec.reranking.diversity.DiversityReranker method) (corerec.reranking.fairness.FairnessReranker method) (corerec.retrieval.collaborative.CollaborativeRetriever method) (corerec.retrieval.ensemble.EnsembleRetriever method) (corerec.retrieval.index.VectorIndex method) (corerec.retrieval.popularity.PopularityRetriever method) (corerec.retrieval.semantic.SemanticRetriever method) (corerec.serving.BatchInferenceEngine method) (corerec.serving.ModelLoader method) (corerec.serving.ModelServer method) A accuracy() (corerec.evaluation.ClassificationMetrics static method) (corerec.evaluation.metrics.ClassificationMetrics static method) add() (corerec.pipelines.data_pipeline.DataPipeline method) add_blocklist() (corerec.reranking.business.BusinessRulesReranker method) add_boost() (corerec.reranking.business.BusinessRulesReranker method) add_encoder() (corerec.embeddings.multimodal.MultimodalEncoder method) (corerec.embeddings.MultimodalEncoder method) add_filter() (corerec.reranking.business.BusinessRulesReranker method) add_items() (corerec.serving.OnlineRecommender method) add_pin() (corerec.reranking.business.BusinessRulesReranker method) add_reranker() (corerec.pipelines.orchestrator.RecommendationPipeline method) add_retriever() (corerec.pipelines.orchestrator.RecommendationPipeline method) add_stage() (corerec.pipelines.recommendation_pipeline.StagePipeline method) apply() (corerec.pipelines.recommendation_pipeline.DiversityRule method) (corerec.pipelines.recommendation_pipeline.FreshnessRule method) ATTENTION (corerec.multimodal.fusion_strategies.FusionStrategy attribute) AttentionFusion (class in corerec.multimodal.fusion_strategies) B BaseExplainer (class in corerec.explanation.base) BaseRanker (class in corerec.ranking.base) BaseReranker (class in corerec.reranking.base) BaseRetriever (class in corerec.retrieval.base) batch_predict() (corerec.serving.BatchInferenceEngine method) batch_predict_parallel() (corerec.serving.BatchInferenceEngine method) batch_recommend() (corerec.serving.BatchInferenceEngine method) batch_score() (corerec.engines.two_tower.TwoTowerModel method) BatchInferenceEngine (class in corerec.serving) BILINEAR (corerec.multimodal.fusion_strategies.FusionStrategy attribute) BilinearFusion (class in corerec.multimodal.fusion_strategies) build_pipeline_from_config() (in module corerec.pipelines.config) BusinessRulesReranker (class in corerec.reranking.business) C Candidate (class in corerec.retrieval.base) candidates (corerec.ranking.base.RankingResult attribute) (corerec.retrieval.base.RetrievalResult attribute) CategorySpreadReranker (class in corerec.reranking.diversity) ClassificationMetrics (class in corerec.evaluation) (class in corerec.evaluation.metrics) clear_cache() (corerec.serving.ModelLoader method) clear_rules() (corerec.reranking.business.BusinessRulesReranker method) CollaborativeRetriever (class in corerec.retrieval.collaborative) compare_models() (corerec.evaluation.Evaluator method) (corerec.evaluation.evaluator.Evaluator method) CONCAT (corerec.multimodal.fusion_strategies.FusionStrategy attribute) ConcatFusion (class in corerec.multimodal.fusion_strategies) confidence (corerec.explanation.base.Explanation attribute) context (corerec.serving.PredictionRequest attribute) (corerec.serving.RecommendationRequest attribute) corerec.constants module corerec.embeddings module corerec.embeddings.multimodal module corerec.embeddings.pretrained module corerec.embeddings.text module corerec.engines.collaborative.sar module corerec.engines.dcn module corerec.engines.deepfm module corerec.engines.sasrec module corerec.engines.two_tower module corerec.evaluation module corerec.evaluation.evaluator module corerec.evaluation.metrics module corerec.explanation.base module corerec.explanation.feature_based module corerec.explanation.generative module corerec.multimodal.fusion_strategies module corerec.pipelines.config module corerec.pipelines.data_pipeline module corerec.pipelines.orchestrator module corerec.pipelines.recommendation_pipeline module corerec.ranking.base module corerec.ranking.feature_cross module corerec.ranking.pairwise module corerec.ranking.pointwise module corerec.reranking.base module corerec.reranking.business module corerec.reranking.diversity module corerec.reranking.fairness module corerec.retrieval.base module corerec.retrieval.collaborative module corerec.retrieval.ensemble module corerec.retrieval.index module corerec.retrieval.popularity module corerec.retrieval.semantic module corerec.serving module coverage() (corerec.evaluation.DiversityMetrics static method) (corerec.evaluation.metrics.DiversityMetrics static method) cross_validate() (corerec.evaluation.CrossValidator method) (corerec.evaluation.evaluator.CrossValidator method) CrossValidator (class in corerec.evaluation) (class in corerec.evaluation.evaluator) D DataPipeline (class in corerec.pipelines.data_pipeline) DataTransformer (class in corerec.pipelines.data_pipeline) DCN (class in corerec.engines.dcn) DeepFM (class in corerec.engines.deepfm) dim (corerec.embeddings.pretrained.PretrainedEmbeddings property) (corerec.embeddings.PretrainedEmbeddings property) DiversityMetrics (class in corerec.evaluation) (class in corerec.evaluation.metrics) DiversityReranker (class in corerec.reranking.diversity) DiversityRule (class in corerec.pipelines.recommendation_pipeline) E embedding_dim (corerec.embeddings.multimodal.MultimodalEncoder property) (corerec.embeddings.MultimodalEncoder property) (corerec.embeddings.text.TextEncoder property) (corerec.embeddings.TextEncoder property) encode() (corerec.embeddings.multimodal.MultimodalEncoder method) (corerec.embeddings.MultimodalEncoder method) (corerec.embeddings.text.TextEncoder method) (corerec.embeddings.TextEncoder method) (corerec.retrieval.semantic.SemanticRetriever method) encode_batch() (corerec.embeddings.multimodal.MultimodalEncoder method) (corerec.embeddings.MultimodalEncoder method) encode_item() (corerec.engines.two_tower.TwoTowerModel method) encode_user() (corerec.engines.two_tower.TwoTowerModel method) encoder (corerec.retrieval.semantic.SemanticRetriever property) EnsembleRetriever (class in corerec.retrieval.ensemble) evaluate() (corerec.engines.sasrec.SASRec method) (corerec.evaluation.Evaluator method) (corerec.evaluation.evaluator.Evaluator method) (in module corerec.evaluation) Evaluator (class in corerec.evaluation) (class in corerec.evaluation.evaluator) exclude_items (corerec.serving.RecommendationRequest attribute) explain() (corerec.explanation.base.BaseExplainer method) (corerec.explanation.feature_based.FeatureExplainer method) (corerec.explanation.feature_based.HistoryExplainer method) (corerec.explanation.generative.GenerativeExplainer method) (corerec.pipelines.recommendation_pipeline.StagePipeline method) explain_batch() (corerec.explanation.base.BaseExplainer method) (corerec.explanation.generative.GenerativeExplainer method) Explanation (class in corerec.explanation.base) explanation_type (corerec.explanation.base.Explanation attribute) export_item_embeddings() (corerec.engines.sasrec.SASRec method) F f1_score() (corerec.evaluation.ClassificationMetrics static method) (corerec.evaluation.metrics.ClassificationMetrics static method) FairnessReranker (class in corerec.reranking.fairness) FeatureCrossRanker (class in corerec.ranking.feature_cross) FeatureExplainer (class in corerec.explanation.feature_based) features (corerec.explanation.base.Explanation attribute) (corerec.ranking.base.RankedCandidate attribute) final_candidates (corerec.pipelines.orchestrator.PipelineResult attribute) final_k (corerec.pipelines.orchestrator.PipelineConfig attribute) fit() (corerec.engines.collaborative.sar.SAR method) (corerec.engines.content_based.TFIDFRecommender method) (corerec.engines.dcn.DCN method) (corerec.engines.deepfm.DeepFM method) (corerec.engines.sasrec.SASRec method) (corerec.engines.two_tower.TwoTower method) (corerec.pipelines.data_pipeline.DataPipeline method) (corerec.pipelines.data_pipeline.DataTransformer method) (corerec.ranking.base.BaseRanker method) (corerec.ranking.feature_cross.FeatureCrossRanker method) (corerec.ranking.pairwise.PairwiseRanker method) (corerec.ranking.pointwise.PointwiseRanker method) (corerec.retrieval.base.BaseRetriever method) (corerec.retrieval.collaborative.CollaborativeRetriever method) (corerec.retrieval.ensemble.EnsembleRetriever method) (corerec.retrieval.index.VectorIndex method) (corerec.retrieval.popularity.PopularityRetriever method) (corerec.retrieval.semantic.SemanticRetriever method) fit_from_lists() (corerec.engines.collaborative.sar.SAR method) fit_transform() (corerec.pipelines.data_pipeline.DataPipeline method) (corerec.pipelines.data_pipeline.DataTransformer method) fold_in_user() (corerec.serving.OnlineRecommender method) forward() (corerec.engines.sasrec.PointWiseFeedForward method) (corerec.engines.sasrec.SASRecModel method) (corerec.engines.two_tower.TwoTowerModel method) (corerec.multimodal.fusion_strategies.AttentionFusion method) (corerec.multimodal.fusion_strategies.BilinearFusion method) (corerec.multimodal.fusion_strategies.ConcatFusion method) (corerec.multimodal.fusion_strategies.GatedFusion method) (corerec.multimodal.fusion_strategies.MultiModalFusion method) (corerec.multimodal.fusion_strategies.WeightedFusion method) FreshnessRule (class in corerec.pipelines.recommendation_pipeline) from_embeddings() (corerec.serving.OnlineRecommender class method) from_interactions() (corerec.serving.OnlineRecommender class method) from_model() (corerec.serving.OnlineRecommender class method) fusion_strategy (corerec.pipelines.orchestrator.PipelineConfig attribute) FusionStrategy (class in corerec.multimodal.fusion_strategies) G GATED (corerec.multimodal.fusion_strategies.FusionStrategy attribute) GatedFusion (class in corerec.multimodal.fusion_strategies) generate_report() (corerec.evaluation.Evaluator method) (corerec.evaluation.evaluator.Evaluator method) GenerativeExplainer (class in corerec.explanation.generative) get() (corerec.embeddings.pretrained.PretrainedEmbeddings method) (corerec.embeddings.PretrainedEmbeddings method) get_batch() (corerec.embeddings.pretrained.PretrainedEmbeddings method) (corerec.embeddings.PretrainedEmbeddings method) get_item_based_topk() (corerec.engines.collaborative.sar.SAR method) get_item_embeddings() (corerec.engines.sasrec.SASRec method) (corerec.engines.two_tower.TwoTower method) get_item_popularity() (corerec.retrieval.popularity.PopularityRetriever method) get_popularity_based_topk() (corerec.engines.collaborative.sar.SAR method) get_topk_most_similar_users() (corerec.engines.collaborative.sar.SAR method) get_transformers() (corerec.pipelines.data_pipeline.DataPipeline method) get_user_embedding() (corerec.engines.two_tower.TwoTower method) gini_coefficient() (corerec.evaluation.DiversityMetrics static method) (corerec.evaluation.metrics.DiversityMetrics static method) H HistoryExplainer (class in corerec.explanation.feature_based) hit_rate_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) I intra_list_diversity() (corerec.evaluation.DiversityMetrics static method) (corerec.evaluation.metrics.DiversityMetrics static method) is_fitted (corerec.ranking.base.BaseRanker property) (corerec.retrieval.base.BaseRetriever property) is_fitted() (corerec.pipelines.data_pipeline.DataPipeline method) item_id (corerec.explanation.base.Explanation attribute) (corerec.ranking.base.RankedCandidate attribute) (corerec.retrieval.base.Candidate attribute) (corerec.serving.PredictionRequest attribute) item_ids() (corerec.ranking.base.RankingResult method) (corerec.retrieval.base.RetrievalResult method) items (corerec.pipelines.orchestrator.PipelineResult attribute) L load() (corerec.embeddings.pretrained.PretrainedEmbeddings class method) (corerec.embeddings.PretrainedEmbeddings class method) (corerec.engines.collaborative.sar.SAR class method) (corerec.engines.content_based.TFIDFRecommender class method) (corerec.engines.dcn.DCN class method) (corerec.engines.deepfm.DeepFM class method) (corerec.engines.sasrec.SASRec class method) (corerec.engines.two_tower.TwoTower class method) (corerec.serving.ModelLoader method) load_pipeline_config() (in module corerec.pipelines.config) M map_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) metadata (corerec.retrieval.base.Candidate attribute) model (corerec.embeddings.text.TextEncoder property) (corerec.embeddings.TextEncoder property) model_config (corerec.serving.PredictionRequest attribute) (corerec.serving.RecommendationRequest attribute) ModelLoader (class in corerec.serving) ModelServer (class in corerec.serving) module corerec.constants corerec.embeddings corerec.embeddings.multimodal corerec.embeddings.pretrained corerec.embeddings.text corerec.engines.collaborative.sar corerec.engines.dcn corerec.engines.deepfm corerec.engines.sasrec corerec.engines.two_tower corerec.evaluation corerec.evaluation.evaluator corerec.evaluation.metrics corerec.explanation.base corerec.explanation.feature_based corerec.explanation.generative corerec.multimodal.fusion_strategies corerec.pipelines.config corerec.pipelines.data_pipeline corerec.pipelines.orchestrator corerec.pipelines.recommendation_pipeline corerec.ranking.base corerec.ranking.feature_cross corerec.ranking.pairwise corerec.ranking.pointwise corerec.reranking.base corerec.reranking.business corerec.reranking.diversity corerec.reranking.fairness corerec.retrieval.base corerec.retrieval.collaborative corerec.retrieval.ensemble corerec.retrieval.index corerec.retrieval.popularity corerec.retrieval.semantic corerec.serving most_similar() (corerec.embeddings.pretrained.PretrainedEmbeddings method) (corerec.embeddings.PretrainedEmbeddings method) mrr_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) MultimodalEncoder (class in corerec.embeddings) (class in corerec.embeddings.multimodal) MultiModalFusion (class in corerec.multimodal.fusion_strategies) N ndcg_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) O OnlineRecommender (class in corerec.serving) P PairwiseRanker (class in corerec.ranking.pairwise) PipelineConfig (class in corerec.pipelines.orchestrator) PipelineOrchestrator (in module corerec.pipelines.orchestrator) PipelineResult (class in corerec.pipelines.orchestrator) PipelineStage (class in corerec.pipelines.recommendation_pipeline) PointWiseFeedForward (class in corerec.engines.sasrec) PointwiseRanker (class in corerec.ranking.pointwise) PopularityRetriever (class in corerec.retrieval.popularity) precision() (corerec.evaluation.ClassificationMetrics static method) (corerec.evaluation.metrics.ClassificationMetrics static method) precision_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) predict() (corerec.engines.collaborative.sar.SAR method) (corerec.engines.content_based.TFIDFRecommender method) (corerec.engines.dcn.DCN method) (corerec.engines.deepfm.DeepFM method) (corerec.engines.sasrec.SASRec method) (corerec.engines.two_tower.TwoTower method) predict_batch() (corerec.engines.collaborative.sar.SAR method) predict_scores() (corerec.engines.sasrec.SASRec method) PredictionRequest (class in corerec.serving) predictions (corerec.ranking.base.RankedCandidate attribute) PretrainedEmbeddings (class in corerec.embeddings) (class in corerec.embeddings.pretrained) process() (corerec.pipelines.recommendation_pipeline.PipelineStage method) (corerec.pipelines.recommendation_pipeline.RankingStage method) (corerec.pipelines.recommendation_pipeline.RerankingStage method) (corerec.pipelines.recommendation_pipeline.RetrievalStage method) Q query_id (corerec.ranking.base.RankingResult attribute) (corerec.retrieval.base.RetrievalResult attribute) R rank (corerec.ranking.base.RankedCandidate attribute) rank() (corerec.ranking.base.BaseRanker method) (corerec.ranking.feature_cross.FeatureCrossRanker method) (corerec.ranking.pairwise.PairwiseRanker method) (corerec.ranking.pointwise.PointwiseRanker method) rank_batch() (corerec.ranking.base.BaseRanker method) (corerec.ranking.pointwise.PointwiseRanker method) RankedCandidate (class in corerec.ranking.base) ranker_name (corerec.ranking.base.RankingResult attribute) ranking_candidates (corerec.pipelines.orchestrator.PipelineResult attribute) ranking_k (corerec.pipelines.orchestrator.PipelineConfig attribute) ranking_ms (corerec.pipelines.orchestrator.PipelineResult attribute) RankingMetrics (class in corerec.evaluation) (class in corerec.evaluation.metrics) RankingResult (class in corerec.ranking.base) RankingStage (class in corerec.pipelines.recommendation_pipeline) recall() (corerec.evaluation.ClassificationMetrics static method) (corerec.evaluation.metrics.ClassificationMetrics static method) recall_at_k() (corerec.evaluation.metrics.RankingMetrics static method) (corerec.evaluation.RankingMetrics static method) recommend() (corerec.engines.collaborative.sar.SAR method) (corerec.engines.content_based.TFIDFRecommender method) (corerec.engines.dcn.DCN method) (corerec.engines.deepfm.DeepFM method) (corerec.engines.sasrec.SASRec method) (corerec.engines.two_tower.TwoTower method) (corerec.pipelines.orchestrator.RecommendationPipeline method) (corerec.pipelines.recommendation_pipeline.StagePipeline method) (corerec.serving.OnlineRecommender method) recommend_batch() (corerec.pipelines.orchestrator.RecommendationPipeline method) (corerec.serving.OnlineRecommender method) recommend_by_text() (corerec.engines.content_based.TFIDFRecommender method) recommend_k_items() (corerec.engines.collaborative.sar.SAR method) RecommendationPipeline (class in corerec.pipelines.orchestrator) RecommendationRequest (class in corerec.serving) rerank() (corerec.reranking.base.BaseReranker method) (corerec.reranking.business.BusinessRulesReranker method) (corerec.reranking.diversity.CategorySpreadReranker method) (corerec.reranking.diversity.DiversityReranker method) (corerec.reranking.fairness.FairnessReranker method) reranking_ms (corerec.pipelines.orchestrator.PipelineResult attribute) RerankingStage (class in corerec.pipelines.recommendation_pipeline) retrieval_candidates (corerec.pipelines.orchestrator.PipelineResult attribute) retrieval_k (corerec.pipelines.orchestrator.PipelineConfig attribute) retrieval_ms (corerec.pipelines.orchestrator.PipelineResult attribute) retrieval_score (corerec.ranking.base.RankedCandidate attribute) RetrievalResult (class in corerec.retrieval.base) RetrievalStage (class in corerec.pipelines.recommendation_pipeline) retrieve() (corerec.retrieval.base.BaseRetriever method) (corerec.retrieval.collaborative.CollaborativeRetriever method) (corerec.retrieval.ensemble.EnsembleRetriever method) (corerec.retrieval.index.VectorIndex method) (corerec.retrieval.popularity.PopularityRetriever method) (corerec.retrieval.semantic.SemanticRetriever method) retrieve_batch() (corerec.retrieval.base.BaseRetriever method) (corerec.retrieval.collaborative.CollaborativeRetriever method) (corerec.retrieval.index.VectorIndex method) (corerec.retrieval.semantic.SemanticRetriever method) retriever_name (corerec.retrieval.base.RetrievalResult attribute) S SAR (class in corerec.engines.collaborative.sar) SASRec (class in corerec.engines.sasrec) SASRecModel (class in corerec.engines.sasrec) save() (corerec.embeddings.pretrained.PretrainedEmbeddings method) (corerec.embeddings.PretrainedEmbeddings method) (corerec.engines.collaborative.sar.SAR method) (corerec.engines.content_based.TFIDFRecommender method) (corerec.engines.dcn.DCN method) (corerec.engines.deepfm.DeepFM method) (corerec.engines.sasrec.SASRec method) (corerec.engines.two_tower.TwoTower method) score (corerec.ranking.base.RankedCandidate attribute) (corerec.retrieval.base.Candidate attribute) score() (corerec.engines.collaborative.sar.SAR method) scores (corerec.pipelines.orchestrator.PipelineResult attribute) scores() (corerec.ranking.base.RankingResult method) (corerec.retrieval.base.RetrievalResult method) SemanticRetriever (class in corerec.retrieval.semantic) set_ranker() (corerec.pipelines.orchestrator.RecommendationPipeline method) similarity() (corerec.embeddings.text.TextEncoder method) (corerec.embeddings.TextEncoder method) similarity_matrix (corerec.engines.content_based.TFIDFRecommender property) source (corerec.retrieval.base.Candidate attribute) split() (corerec.evaluation.CrossValidator method) (corerec.evaluation.evaluator.CrossValidator method) stage_results (corerec.pipelines.orchestrator.PipelineResult attribute) StagePipeline (class in corerec.pipelines.recommendation_pipeline) start() (corerec.serving.ModelServer method) stats() (corerec.serving.OnlineRecommender method) supporting_items (corerec.explanation.base.Explanation attribute) T text (corerec.explanation.base.Explanation attribute) TextEncoder (class in corerec.embeddings) (class in corerec.embeddings.text) TFIDFRecommender (class in corerec.engines.content_based) timing_ms (corerec.ranking.base.RankingResult attribute) (corerec.retrieval.base.RetrievalResult attribute) to_list() (corerec.pipelines.orchestrator.PipelineResult method) top_k (corerec.serving.RecommendationRequest attribute) top_k() (corerec.ranking.base.RankingResult method) (corerec.retrieval.base.RetrievalResult method) total_ms (corerec.pipelines.orchestrator.PipelineResult attribute) transform() (corerec.pipelines.data_pipeline.DataPipeline method) (corerec.pipelines.data_pipeline.DataTransformer method) TUCKER (corerec.multimodal.fusion_strategies.FusionStrategy attribute) TwoTower (class in corerec.engines.two_tower) TwoTowerModel (class in corerec.engines.two_tower) U user_id (corerec.serving.PredictionRequest attribute) (corerec.serving.RecommendationRequest attribute) V VectorIndex (class in corerec.retrieval.index) W WEIGHTED (corerec.multimodal.fusion_strategies.FusionStrategy attribute) WeightedFusion (class in corerec.multimodal.fusion_strategies)