Index A | B | C | D | E | F | G | H | I | L | M | N | O | P | R | S | T | V | W A Analyzer (class in ontolearner.tools.analyzer) assign_types_with_propagation() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) AutoLearner (class in ontolearner.base.learner) AutoLLM (class in ontolearner.base.learner) AutoLLMLearner (class in ontolearner.learner.llm) AutoOntology (class in ontolearner._ontology) AutoPrompt (class in ontolearner.base.learner) AutoRAGLearner (class in ontolearner.learner.rag) AutoRetriever (class in ontolearner.base.learner), [1] AutoRetrieverLearner (class in ontolearner.learner.retriever) avg_breadth (ontolearner.data_structure.metric.TopologyMetrics attribute) avg_dataset (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] avg_depth (ontolearner.data_structure.metric.TopologyMetrics attribute) avg_terms (ontolearner.data_structure.metric.DatasetMetrics attribute), [1] avg_topology (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] B BaseOntology (class in ontolearner.base.ontology) BaseText2OntoDataset (class in ontolearner.base) batchify() (ontolearner.text2onto.batchifier.TaxonomyBatchifier method) BenchmarkMetrics (class in ontolearner.data_structure.metric) breadth_variance (ontolearner.data_structure.metric.TopologyMetrics attribute) build_graph() (ontolearner.base.ontology.BaseOntology method) C category (ontolearner.base.ontology.BaseOntology attribute) check_if_class() (ontolearner.base.ontology.BaseOntology method) child (ontolearner.data_structure.data.TaxonomicRelation attribute), [1] child_to_parent (ontolearner.data_structure.data.SyntheticText2OntoData attribute), [1] compute_complexity_score() (ontolearner.tools.analyzer.Analyzer static method) compute_dataset_metrics() (ontolearner.tools.analyzer.Analyzer static method) compute_topology_metrics() (ontolearner.tools.analyzer.Analyzer static method) contains_imports() (ontolearner.base.ontology.BaseOntology method) create_train_val_test_splits() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) creator (ontolearner.base.ontology.BaseOntology attribute) D data_full_name (ontolearner.base.BaseText2OntoDataset attribute) dataset (ontolearner.data_structure.metric.OntologyMetrics attribute), [1] dataset_std (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] DatasetMetrics (class in ontolearner.data_structure.metric) depth_variance (ontolearner.data_structure.metric.TopologyMetrics attribute) doc_id (ontolearner.data_structure.data.DocumentReference attribute), [1] Document (class in ontolearner.data_structure.data) DocumentReference (class in ontolearner.data_structure.data) documents (ontolearner.data_structure.data.TextualData attribute), [1] domain (ontolearner.base.ontology.BaseOntology attribute) download_url (ontolearner.base.ontology.BaseOntology attribute) E export() (ontolearner._ontology.OntoLearnerMetadataExporter method) extract() (ontolearner.base.ontology.BaseOntology method) extract_term_typings() (ontolearner.base.ontology.BaseOntology method) extract_type_non_taxonomic_relations() (ontolearner.base.ontology.BaseOntology method) extract_type_taxonomies() (ontolearner.base.ontology.BaseOntology method) extraction_method (ontolearner.data_structure.data.DocumentReference attribute), [1] (ontolearner.data_structure.data.Term attribute), [1] F fit() (ontolearner.base.learner.AutoLearner method) (ontolearner.learner.label_mapper.LabelMapper method) fit_predict() (ontolearner.base.learner.AutoLearner method) format (ontolearner.base.ontology.BaseOntology attribute) format() (ontolearner.base.learner.AutoPrompt method) from_huggingface() (ontolearner.base.ontology.BaseOntology method) from_local() (ontolearner.base.ontology.BaseOntology method) G generate() (ontolearner.base.learner.AutoLLM method) (ontolearner.text2onto.synthesizer.SyntheticGenerator method) generate_documents() (ontolearner.text2onto.synthesizer.SyntheticGenerator method) generate_pseudo_sentences() (ontolearner.text2onto.synthesizer.SyntheticGenerator method) generate_split_artefacts() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) generated_docs (ontolearner.data_structure.data.SyntheticText2OntoData attribute), [1] get_label() (ontolearner.base.ontology.BaseOntology method) get_statistics() (ontolearner.base.BaseText2OntoDataset method) get_terms_by_document() (ontolearner.base.BaseText2OntoDataset method) get_url() (ontolearner._ontology.OntoLearnerMetadataExporter method) H head (ontolearner.data_structure.data.NonTaxonomicRelation attribute), [1] I id (ontolearner.data_structure.data.Document attribute), [1] ID (ontolearner.data_structure.data.NonTaxonomicRelation attribute), [1] id (ontolearner.data_structure.data.PseudoSentence attribute), [1] ID (ontolearner.data_structure.data.TaxonomicRelation attribute), [1] (ontolearner.data_structure.data.TermTyping attribute), [1] index() (ontolearner.base.learner.AutoRetriever method), [1] is_valid_label() (ontolearner.base.ontology.BaseOntology method) L LabelMapper (class in ontolearner.learner.label_mapper) last_updated (ontolearner.base.ontology.BaseOntology attribute) LearnerPipeline (class in ontolearner._learner) license (ontolearner.base.ontology.BaseOntology attribute) load() (ontolearner.base.BaseText2OntoDataset method) (ontolearner.base.learner.AutoLearner method) (ontolearner.base.learner.AutoLLM method) (ontolearner.base.learner.AutoRetriever method), [1] (ontolearner.base.ontology.BaseOntology method) (ontolearner.learner.llm.AutoLLMLearner method) (ontolearner.learner.rag.AutoRAGLearner method) (ontolearner.learner.retriever.AutoRetrieverLearner method) (ontolearner.text2onto.synthesizer.SyntheticGenerator method) loaded_from_huggingface (ontolearner.base.ontology.BaseOntology attribute) loaded_from_local (ontolearner.base.ontology.BaseOntology attribute) M max_breadth (ontolearner.data_structure.metric.TopologyMetrics attribute) max_depth (ontolearner.data_structure.metric.TopologyMetrics attribute) min_breadth (ontolearner.data_structure.metric.TopologyMetrics attribute) min_depth (ontolearner.data_structure.metric.TopologyMetrics attribute) model (ontolearner.base.learner.AutoLLM attribute) model_config (ontolearner.data_structure.data.Document attribute) (ontolearner.data_structure.data.DocumentReference attribute) (ontolearner.data_structure.data.NonTaxonomicRelation attribute) (ontolearner.data_structure.data.NonTaxonomicRelations attribute) (ontolearner.data_structure.data.OntologyData attribute) (ontolearner.data_structure.data.PseudoSentence attribute) (ontolearner.data_structure.data.SyntheticText2OntoData attribute) (ontolearner.data_structure.data.TaxonomicRelation attribute) (ontolearner.data_structure.data.Term attribute) (ontolearner.data_structure.data.TermTyping attribute) (ontolearner.data_structure.data.TextualData attribute) (ontolearner.data_structure.data.TypeTaxonomies attribute) (ontolearner.data_structure.metric.BenchmarkMetrics attribute) (ontolearner.data_structure.metric.DatasetMetrics attribute) (ontolearner.data_structure.metric.OntologyMetrics attribute) (ontolearner.data_structure.metric.TopologyMetrics attribute) module ontolearner._ontology ontolearner.base.ontology ontolearner.data_structure.data ontolearner.data_structure.metric ontolearner.evaluation.metrics N name (ontolearner.data_structure.metric.OntologyMetrics attribute), [1] non_taxonomic_re_metrics() (in module ontolearner.evaluation.metrics) non_taxonomies (ontolearner.data_structure.data.NonTaxonomicRelations attribute), [1] NonTaxonomicRelation (class in ontolearner.data_structure.data) NonTaxonomicRelations (class in ontolearner.data_structure.data) num_classes (ontolearner.data_structure.metric.TopologyMetrics attribute) num_individuals (ontolearner.data_structure.metric.TopologyMetrics attribute) num_leaf_nodes (ontolearner.data_structure.metric.TopologyMetrics attribute) num_non_taxonomic_relations (ontolearner.data_structure.metric.DatasetMetrics attribute), [1] num_properties (ontolearner.data_structure.metric.TopologyMetrics attribute) num_root_nodes (ontolearner.data_structure.metric.TopologyMetrics attribute) num_taxonomic_relations (ontolearner.data_structure.metric.DatasetMetrics attribute), [1] num_term_types (ontolearner.data_structure.metric.DatasetMetrics attribute), [1] O ontolearner._ontology module ontolearner.base.ontology module ontolearner.data_structure.data module ontolearner.data_structure.metric module ontolearner.evaluation.metrics module OntoLearnerMetadataExporter (class in ontolearner._ontology) ontology_full_name (ontolearner.base.ontology.BaseOntology attribute) ontology_id (ontolearner.base.ontology.BaseOntology attribute) ontology_metrics (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] OntologyData (class in ontolearner.data_structure.data) OntologyMetrics (class in ontolearner.data_structure.metric) P parent (ontolearner.data_structure.data.TaxonomicRelation attribute), [1] predict() (ontolearner.base.learner.AutoLearner method) (ontolearner.learner.label_mapper.LabelMapper method) prompt_template (ontolearner.base.learner.AutoPrompt attribute) pseudo_sentences (ontolearner.data_structure.data.PseudoSentence attribute), [1] (ontolearner.data_structure.data.SyntheticText2OntoData attribute), [1] PseudoSentence (class in ontolearner.data_structure.data) R relation (ontolearner.data_structure.data.NonTaxonomicRelation attribute), [1] relations (ontolearner.data_structure.data.NonTaxonomicRelations attribute), [1] relationship_std (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] retrieve() (ontolearner.base.learner.AutoRetriever method), [1] S set_train_val_test_sizes() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) split_fine_grained() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) StandardizedPrompting (class in ontolearner.learner.prompt) SyntheticDataSplitter (class in ontolearner.text2onto.splitter) SyntheticGenerator (class in ontolearner.text2onto.synthesizer) SyntheticText2OntoData (class in ontolearner.data_structure.data) T tail (ontolearner.data_structure.data.NonTaxonomicRelation attribute), [1] tasks_data_former() (ontolearner.base.learner.AutoLearner method) tasks_ground_truth_former() (ontolearner.base.learner.AutoLearner method) TaxonomicRelation (class in ontolearner.data_structure.data) taxonomies (ontolearner.data_structure.data.TypeTaxonomies attribute), [1] taxonomy_discovery_metrics() (in module ontolearner.evaluation.metrics) TaxonomyBatchifier (class in ontolearner.text2onto.batchifier) Term (class in ontolearner.data_structure.data) term (ontolearner.data_structure.data.Term attribute), [1] (ontolearner.data_structure.data.TermTyping attribute), [1] term2documents (ontolearner.data_structure.data.TextualData attribute), [1] term_typing_metrics() (in module ontolearner.evaluation.metrics) term_typings (ontolearner.data_structure.data.OntologyData attribute), [1] terms (ontolearner.data_structure.data.PseudoSentence attribute), [1] (ontolearner.data_structure.data.TextualData attribute), [1] TermTyping (class in ontolearner.data_structure.data) text (ontolearner.data_structure.data.Document attribute), [1] text2onto_metrics() (in module ontolearner.evaluation.metrics) TextualData (class in ontolearner.data_structure.data) title (ontolearner.data_structure.data.Document attribute), [1] tokenizer (ontolearner.base.learner.AutoLLM attribute) topology (ontolearner.data_structure.metric.OntologyMetrics attribute), [1] topology_std (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] TopologyMetrics (class in ontolearner.data_structure.metric) total_edges (ontolearner.data_structure.metric.TopologyMetrics attribute) total_nodes (ontolearner.data_structure.metric.TopologyMetrics attribute) total_ontologies (ontolearner.data_structure.metric.BenchmarkMetrics attribute), [1] train_test_val_split() (ontolearner.text2onto.splitter.SyntheticDataSplitter method) type_non_taxonomic_relations (ontolearner.data_structure.data.OntologyData attribute), [1] type_taxonomies (ontolearner.data_structure.data.OntologyData attribute), [1] types (ontolearner.data_structure.data.NonTaxonomicRelations attribute), [1] (ontolearner.data_structure.data.PseudoSentence attribute), [1] (ontolearner.data_structure.data.TermTyping attribute), [1] (ontolearner.data_structure.data.TypeTaxonomies attribute), [1] TypeTaxonomies (class in ontolearner.data_structure.data) V validate_predicts() (ontolearner.learner.label_mapper.LabelMapper method) version (ontolearner.base.ontology.BaseOntology attribute) visualize_class_distribution() (ontolearner.tools.visualizer.Visualizer static method) visualize_metrics() (ontolearner.tools.visualizer.Visualizer method) Visualizer (class in ontolearner.tools.visualizer) W worker() (ontolearner.text2onto.synthesizer.SyntheticGenerator method)