Ontolearn
Contents:
About Ontolearn
Installation
Ontologies
Knowledge Bases
Reasoners
Concept Learning
Reasoning Details
Model Adaptor
Further Resources
ontolearn
Ontolearn
Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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X
_
__call__() (ontolearn.verbalizer.LLMVerbalizer method)
__contains__() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
__del__() (ontolearn.base.complex_ce_instances.OWLReasoner_Owlready2_ComplexCEInstances method)
(ontolearn.base.OWLReasoner_Owlready2_ComplexCEInstances method)
__delattr__() (ontolearn.search.SuperProp method)
__eq__() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.search.HeuristicOrderedNode method)
(ontolearn.search.LengthOrderedNode method)
(ontolearn.search.QualityOrderedNode method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
(ontolearn.value_splitter.Split method)
__getattr__() (ontolearn.search.SuperProp method)
__getitem__() (helper_classes.DatasetTriple method)
(helper_classes.HeadAndRelationBatchLoader method)
(ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.data_struct.CLIPDataLoader method)
(ontolearn.data_struct.CLIPDataLoaderInference method)
(ontolearn.data_struct.NCESDataLoader method)
(ontolearn.data_struct.NCESDataLoaderInference method)
(ontolearn.data_struct.PrepareBatchOfPrediction method)
(ontolearn.data_struct.PrepareBatchOfTraining method)
__gt__() (ontolearn.search.RL_State method)
__hash__() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
__iter__() (ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
(ontolearn.binders.PredictedConcept method)
__len__() (helper_classes.DatasetTriple method)
(helper_classes.HeadAndRelationBatchLoader method)
(ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.base.owl.hierarchy.AbstractHierarchy method)
(ontolearn.data_struct.CLIPDataLoader method)
(ontolearn.data_struct.CLIPDataLoaderInference method)
(ontolearn.data_struct.Experience method)
(ontolearn.data_struct.NCESDataLoader method)
(ontolearn.data_struct.NCESDataLoaderInference method)
(ontolearn.data_struct.PrepareBatchOfPrediction method)
(ontolearn.data_struct.PrepareBatchOfTraining method)
__lt__() (ontolearn.search.HeuristicOrderedNode method)
(ontolearn.search.LengthOrderedNode method)
(ontolearn.search.QualityOrderedNode method)
(ontolearn.search.RL_State method)
(ontolearn.value_splitter.Split method)
__repr__() (ontolearn.abstracts.AbstractNode method)
(ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.tentris.EncodedPosNegLPStandardTentris method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
__setattr__() (ontolearn.search.SuperProp method)
__setitem__() (ontolearn.abstracts.DRILLAbstractTree method)
__slots__ (ontolearn.abstracts.AbstractConceptNode attribute)
(ontolearn.abstracts.AbstractFitness attribute)
(ontolearn.abstracts.AbstractHeuristic attribute)
(ontolearn.abstracts.AbstractKnowledgeBase attribute)
(ontolearn.abstracts.AbstractLearningProblem attribute)
(ontolearn.abstracts.AbstractNode attribute)
(ontolearn.abstracts.AbstractOEHeuristicNode attribute)
(ontolearn.abstracts.AbstractScorer attribute)
(ontolearn.abstracts.BaseRefinement attribute)
(ontolearn.abstracts.EncodedLearningProblem attribute)
(ontolearn.abstracts.EncodedPosNegLPStandardKind attribute)
(ontolearn.base._base.OWLOntology_Owlready2 attribute)
(ontolearn.base._base.OWLOntologyManager_Owlready2 attribute)
(ontolearn.base._base.OWLReasoner_Owlready2 attribute)
(ontolearn.base.complex_ce_instances.OWLReasoner_Owlready2_ComplexCEInstances attribute)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker attribute)
(ontolearn.base.owl.hierarchy.AbstractHierarchy attribute)
(ontolearn.base.owl.utils.EvaluatedDescriptionSet attribute)
(ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
(ontolearn.base.OWLOntology_Owlready2 attribute)
(ontolearn.base.OWLOntologyManager_Owlready2 attribute)
(ontolearn.base.OWLReasoner_FastInstanceChecker attribute)
(ontolearn.base.OWLReasoner_Owlready2 attribute)
(ontolearn.base.OWLReasoner_Owlready2_ComplexCEInstances attribute)
(ontolearn.base.utils.FromOwlready2 attribute)
(ontolearn.base.utils.ToOwlready2 attribute)
(ontolearn.base_concept_learner.BaseConceptLearner attribute)
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.ea_algorithms.AbstractEvolutionaryAlgorithm attribute)
(ontolearn.ea_algorithms.BaseEvolutionaryAlgorithm attribute)
(ontolearn.ea_algorithms.EASimple attribute)
(ontolearn.ea_algorithms.MultiPopulation attribute)
(ontolearn.ea_algorithms.RegularizedEvolution attribute)
(ontolearn.ea_initialization.AbstractEAInitialization attribute)
(ontolearn.ea_initialization.EARandomInitialization attribute)
(ontolearn.ea_initialization.EARandomWalkInitialization attribute)
(ontolearn.ea_utils.PrimitiveFactory attribute)
(ontolearn.fitness_functions.LinearPressureFitness attribute)
(ontolearn.heuristics.CELOEHeuristic attribute)
(ontolearn.heuristics.DLFOILHeuristic attribute)
(ontolearn.heuristics.OCELHeuristic attribute)
(ontolearn.learning_problem.EncodedPosNegLPStandard attribute)
(ontolearn.learning_problem.PosNegLPStandard attribute)
(ontolearn.metrics.Accuracy attribute)
(ontolearn.metrics.F1 attribute)
(ontolearn.metrics.Precision attribute)
(ontolearn.metrics.Recall attribute)
(ontolearn.metrics.WeightedAccuracy attribute)
(ontolearn.refinement_operators.ExpressRefinement attribute)
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
(ontolearn.search.EvaluatedConcept attribute)
(ontolearn.search.EvoLearnerNode attribute)
(ontolearn.search.HeuristicOrderedNode attribute)
(ontolearn.search.LBLNode attribute)
(ontolearn.search.LengthOrderedNode attribute)
(ontolearn.search.NCESNode attribute)
(ontolearn.search.Node attribute)
(ontolearn.search.OENode attribute)
(ontolearn.search.QualityOrderedNode attribute)
(ontolearn.search.RL_State attribute)
(ontolearn.search.TreeNode attribute)
(ontolearn.tentris.EncodedPosNegLPStandardTentris attribute)
(ontolearn.tentris.EvaluatedConceptTentris attribute)
(ontolearn.tentris.TentrisKnowledgeBase attribute)
(ontolearn.tentris.TentrisOntology attribute)
(ontolearn.tentris.TentrisReasoner attribute)
(ontolearn.triple_store.TripleStoreReasoner attribute)
(ontolearn.value_splitter.AbstractValueSplitter attribute)
(ontolearn.value_splitter.BinningValueSplitter attribute)
(ontolearn.value_splitter.EntropyValueSplitter attribute)
__str__() (ontolearn.abstracts.AbstractNode method)
(ontolearn.search.EvoLearnerNode method)
(ontolearn.search.NCESNode method)
(ontolearn.search.Node method)
(ontolearn.search.OENode method)
(ontolearn.search.RL_State method)
__version__ (in module ontolearn)
_number_of_tested_concepts (ontolearn.base_concept_learner.BaseConceptLearner attribute)
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
A
abox() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
AbstractConceptNode (class in ontolearn.abstracts)
AbstractEAInitialization (class in ontolearn.ea_initialization)
AbstractEvolutionaryAlgorithm (class in ontolearn.ea_algorithms)
AbstractFitness (class in ontolearn.abstracts)
AbstractHeuristic (class in ontolearn.abstracts)
AbstractHierarchy (class in ontolearn.base.owl.hierarchy)
AbstractKnowledgeBase (class in ontolearn.abstracts)
AbstractLearningProblem (class in ontolearn.abstracts)
AbstractNode (class in ontolearn.abstracts)
AbstractOEHeuristicNode (class in ontolearn.abstracts)
AbstractScorer (class in ontolearn.abstracts)
AbstractValueSplitter (class in ontolearn.value_splitter)
acc() (in module ontolearn.quality_funcs)
Accuracy (class in ontolearn.metrics)
add() (ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.search.DRILLSearchTreePriorityQueue method)
(ontolearn.search.SearchTreePriorityQueue method)
add_axiom() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
add_child() (ontolearn.search.LBLNode method)
add_node() (ontolearn.abstracts.LBLSearchTree method)
(ontolearn.search.SearchTreePriorityQueue method)
add_root() (ontolearn.abstracts.LBLSearchTree method)
(ontolearn.search.SearchTreePriorityQueue method)
algorithm (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
all (ontolearn.learning_problem.PosNegLPStandard attribute)
all_data_property_values() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.ext.OWLReasonerEx method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
all_individuals_set() (ontolearn.knowledge_base.KnowledgeBase method)
app (in module ontolearn.scripts.run)
append() (ontolearn.data_struct.Experience method)
apply() (ontolearn.abstracts.AbstractFitness method)
(ontolearn.abstracts.AbstractHeuristic method)
(ontolearn.abstracts.AbstractScorer method)
(ontolearn.fitness_functions.LinearPressureFitness method)
(ontolearn.heuristics.CeloeBasedReward method)
(ontolearn.heuristics.CELOEHeuristic method)
(ontolearn.heuristics.DLFOILHeuristic method)
(ontolearn.heuristics.OCELHeuristic method)
(ontolearn.learners.drill.DrillHeuristic method)
apply_change() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
apply_refinement() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
apply_rho() (ontolearn.lp_generator.helper_classes.ConceptDescriptionGenerator method)
apply_rho_on_rl_state() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
apply_TSNE_on_df() (in module ontolearn.utils)
apply_union_and_intersection_from_iterable() (ontolearn.refinement_operators.LengthBasedRefinement method)
are_owl_concept_disjoint() (ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
args (in module ontolearn.scripts.run)
assertion_path_isfile() (in module ontolearn.utils)
assign_embeddings() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
attributes_sanity_checking_rl() (ontolearn.abstracts.DepthAbstractDrill method)
B
balanced_n_sampled_lp() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
balanced_sets() (in module ontolearn.utils)
base_algorithm (ontolearn.ea_algorithms.MultiPopulation attribute)
base_path (in module compute_embeddings)
BaseConceptLearner (class in ontolearn.base_concept_learner)
BaseEvolutionaryAlgorithm (class in ontolearn.ea_algorithms)
BaseNCES (class in ontolearn.base_nces)
BaseReasoner_Owlready2 (class in ontolearn.base)
(class in ontolearn.base._base)
BaseRefinement (class in ontolearn.abstracts)
before_pad() (in module ontolearn.nces_trainer)
best() (ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
best_descriptions (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
best_hypotheses() (ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.binders.DLLearnerBinder method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.concept_learner.EvoLearner method)
(ontolearn.concept_learner.NCES method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(ontolearn.learners.TDL method)
(ontolearn.learners.tree_learner.TDL method)
(ontolearn.model_adapter.Trainer method)
best_hypothesis() (ontolearn.binders.DLLearnerBinder method)
best_only (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
best_quality_value() (ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
BinningValueSplitter (class in ontolearn.value_splitter)
boolean_data_properties() (ontolearn.triple_store.TripleStoreReasonerOntology method)
boost (ontolearn.ea_algorithms.MultiPopulation attribute)
C
cache_individuals() (ontolearn.knowledge_base.KnowledgeBase method)
calculate_min_max (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
CARD_EXACT (ontolearn.ea_utils.OperatorVocabulary attribute)
card_limit (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
CARD_MAX (ontolearn.ea_utils.OperatorVocabulary attribute)
CARD_MIN (ontolearn.ea_utils.OperatorVocabulary attribute)
cel() (in module ontolearn.scripts.run)
CELOE (class in ontolearn.concept_learner)
CeloeBasedReward (class in ontolearn.heuristics)
CELOEHeuristic (class in ontolearn.heuristics)
children (ontolearn.search.LBLNode property)
(ontolearn.search.TreeNode attribute)
children() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
class_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
classes_in_signature() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
ClassHierarchy (class in ontolearn.base.owl.hierarchy)
clean() (ontolearn.abstracts.AbstractKnowledgeBase method)
(ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.abstracts.LBLSearchTree method)
(ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
(ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.concept_learner.EvoLearner method)
(ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(ontolearn.search.DRILLSearchTreePriorityQueue method)
(ontolearn.search.SearchTreePriorityQueue method)
clear() (ontolearn.data_struct.Experience method)
CLIP (class in ontolearn.concept_learner)
CLIPDataLoader (class in ontolearn.data_struct)
CLIPDataLoaderInference (class in ontolearn.data_struct)
CLIPTrainer (class in ontolearn.clip_trainer)
collate_batch() (ontolearn.base_nces.BaseNCES method)
(ontolearn.concept_learner.CLIP method)
(ontolearn.nces_trainer.NCESTrainer method)
collate_batch_inference() (ontolearn.base_nces.BaseNCES method)
(ontolearn.concept_learner.CLIP method)
COMPILE (ontolearn.ea_utils.ToolboxVocabulary attribute)
Complex (class in complex_models)
complex_models
module
compute_accuracy() (ontolearn.nces_trainer.NCESTrainer static method)
compute_confidence_interval() (in module helper_funcs)
compute_embeddings
module
compute_eval_metric() (ontolearn.clip_trainer.CLIPTrainer method)
compute_f1_score() (in module ontolearn.utils)
(in module ontolearn.utils.static_funcs)
compute_quality() (in module ontolearn.learners.tree_learner)
(in module ontolearn.model_adapter)
compute_quality_of_class_expression() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
compute_splits_properties() (ontolearn.value_splitter.AbstractValueSplitter method)
(ontolearn.value_splitter.BinningValueSplitter method)
(ontolearn.value_splitter.EntropyValueSplitter method)
compute_tp_fn_fp_tn() (in module ontolearn.utils.static_funcs)
concept (ontolearn.abstracts.AbstractConceptNode property)
concept_individuals_to_string_balanced_examples() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
concept_len() (ontolearn.abstracts.AbstractKnowledgeBase method)
(ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
ConceptDescriptionGenerator (class in ontolearn.lp_generator.helper_classes)
ConceptGenerator (class in ontolearn.concept_generator)
ConceptOperandSorter (class in ontolearn.base.owl.utils)
concepts (ontolearn.knowledge_base.KnowledgeBase property)
concepts_reducer() (in module ontolearn.learners.tree_learner)
concise_bounded_description() (ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
ConEx (class in complex_models)
connection_pr (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
construct_learning_problem() (ontolearn.base_concept_learner.BaseConceptLearner method)
construct_owl_expression_from_tree() (ontolearn.learners.TDL method)
(ontolearn.learners.tree_learner.TDL method)
contains_class() (ontolearn.knowledge_base.KnowledgeBase method)
convert_to_list_str_from_iterable() (ontolearn.concept_learner.NCES method)
create_card_restrictions() (ontolearn.ea_utils.PrimitiveFactory method)
create_data_has_value() (ontolearn.ea_utils.PrimitiveFactory method)
create_data_some_values() (ontolearn.ea_utils.PrimitiveFactory method)
create_existential_universal() (ontolearn.ea_utils.PrimitiveFactory method)
create_experiment_folder() (in module helper_funcs)
(in module ontolearn.utils)
create_intersection() (ontolearn.ea_utils.PrimitiveFactory method)
create_logger() (in module helper_funcs)
create_ontology() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
create_rl_state() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
create_training_data() (ontolearn.learners.TDL method)
(ontolearn.learners.tree_learner.TDL method)
create_union() (ontolearn.ea_utils.PrimitiveFactory method)
CRITICAL (in module ontolearn.utils.oplogging)
CROSSOVER (ontolearn.ea_utils.ToolboxVocabulary attribute)
crossover_pr (ontolearn.ea_algorithms.EASimple attribute)
D
data
module
Data (class in data)
data_all_values_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_cardinality_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_complement_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_existential_restriction() (ontolearn.concept_generator.ConceptGenerator static method)
DATA_HAS_VALUE (ontolearn.ea_utils.OperatorVocabulary attribute)
data_has_value_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_has_value_restriction() (ontolearn.concept_generator.ConceptGenerator static method)
data_intersection_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
DATA_MAX_EXCLUSIVE (ontolearn.ea_utils.OperatorVocabulary attribute)
DATA_MAX_INCLUSIVE (ontolearn.ea_utils.OperatorVocabulary attribute)
DATA_MIN_EXCLUSIVE (ontolearn.ea_utils.OperatorVocabulary attribute)
DATA_MIN_INCLUSIVE (ontolearn.ea_utils.OperatorVocabulary attribute)
data_one_of_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_properties (ontolearn.knowledge_base.KnowledgeBase property)
data_properties_for_domain() (ontolearn.knowledge_base.KnowledgeBase method)
data_properties_in_signature() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
data_property_domain_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
data_property_domains() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
data_property_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_property_range_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
data_property_ranges() (ontolearn.base.ext.OWLReasonerEx method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
data_property_values() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
data_some_values_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_union_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
data_universal_restriction() (ontolearn.concept_generator.ConceptGenerator static method)
DatasetTriple (class in helper_classes)
datatype_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
DatatypePropertyHierarchy (class in ontolearn.base.owl.hierarchy)
DEBUG (in module ontolearn.utils.oplogging)
decompose() (ontolearn.data_struct.NCESBaseDataLoader static method)
DEFAULT_FMT (in module ontolearn.utils)
depth_Default_ReasonerFactory() (in module ontolearn.knowledge_base)
DepthAbstractDrill (class in ontolearn.abstracts)
describe() (experiment.Experiment method)
(ontolearn.abstracts.AbstractKnowledgeBase method)
deserializer() (in module ontolearn.utils)
different_individuals() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
disjoint_classes() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
disjoint_data_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
disjoint_object_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
Distmult (class in real_models)
DLFOILHeuristic (class in ontolearn.heuristics)
DLLearnerBinder (class in ontolearn.binders)
downsample (ontolearn.refinement_operators.ExpressRefinement attribute)
downward_refinement() (ontolearn.base_concept_learner.RefinementBasedConceptLearner method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
dp_splits (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
dp_to_prim_type (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
Drill (class in ontolearn.learners)
(class in ontolearn.learners.drill)
DRILLAbstractTree (class in ontolearn.abstracts)
DrillHeuristic (class in ontolearn.learners.drill)
DrillNet (class in ontolearn.learners.drill)
DRILLSearchTreePriorityQueue (class in ontolearn.search)
E
EARandomInitialization (class in ontolearn.ea_initialization)
EARandomWalkInitialization (class in ontolearn.ea_initialization)
EASimple (class in ontolearn.ea_algorithms)
elite_size (ontolearn.ea_algorithms.EASimple attribute)
elitism (ontolearn.ea_algorithms.EASimple attribute)
encode_kb() (ontolearn.abstracts.AbstractLearningProblem method)
(ontolearn.learning_problem.PosNegLPStandard method)
encode_learning_problem() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.tentris.TentrisKnowledgeBase method)
encoded_learning_problem() (ontolearn.concept_learner.CELOE method)
EncodedLearningProblem (class in ontolearn.abstracts)
EncodedPosNegLPStandard (class in ontolearn.learning_problem)
EncodedPosNegLPStandardKind (class in ontolearn.abstracts)
EncodedPosNegLPStandardTentris (class in ontolearn.tentris)
EncodedPosNegUndLP (class in ontolearn.learning_problem)
endpoint_timeout (ontolearn.tentris.TentrisKnowledgeBase attribute)
endpoint_url (ontolearn.tentris.TentrisKnowledgeBase attribute)
ensemble
module
Ensemble (class in ensemble)
entropy (ontolearn.value_splitter.Split attribute)
EntropyValueSplitter (class in ontolearn.value_splitter)
equivalent_classes() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
equivalent_classes_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.triple_store.TripleStoreOntology method)
equivalent_data_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
equivalent_object_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
ERROR (in module ontolearn.utils.oplogging)
escape() (in module ontolearn.ea_utils)
eval() (experiment.Experiment method)
evaluate_concept() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.tentris.TentrisKnowledgeBase method)
evaluate_concept_async() (ontolearn.tentris.TentrisKnowledgeBase method)
evaluate_link_prediction() (helper_classes.Reproduce method)
evaluate_one_to_n() (experiment.Experiment method)
evaluate_standard() (experiment.Experiment method)
EvaluatedConcept (class in ontolearn.search)
EvaluatedConceptTentris (class in ontolearn.tentris)
EvaluatedDescriptionSet (class in ontolearn.base.owl.utils)
EvoLearner (class in ontolearn.concept_learner)
EvoLearnerNode (class in ontolearn.search)
evolve() (ontolearn.ea_algorithms.AbstractEvolutionaryAlgorithm method)
(ontolearn.ea_algorithms.BaseEvolutionaryAlgorithm method)
(ontolearn.ea_algorithms.MultiPopulation method)
exact_cardinality_restriction() (ontolearn.concept_generator.ConceptGenerator method)
execute() (in module ontolearn.model_adapter)
EXISTENTIAL (ontolearn.ea_utils.OperatorVocabulary attribute)
existential_restriction() (ontolearn.concept_generator.ConceptGenerator method)
expansionPenaltyFactor (ontolearn.heuristics.CELOEHeuristic attribute)
Experience (class in ontolearn.data_struct)
experiment
module
Experiment (class in experiment)
Experiments (class in ontolearn.experiments)
explain_inference() (in module ontolearn.learners.tree_learner)
exploitation() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
exploration_exploitation_tradeoff() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
export_concepts() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
export_triples() (ontolearn.lp_generator.helper_classes.RDFTriples method)
(ontolearn.lp_generator.RDFTriples method)
expressionTests (ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
expressivity (ontolearn.refinement_operators.ExpressRefinement attribute)
ExpressRefinement (class in ontolearn.refinement_operators)
extract_cbd() (in module ontolearn.learners.tree_learner)
F
F1 (class in ontolearn.metrics)
f1() (in module ontolearn.quality_funcs)
Factory (in module ontolearn.base_concept_learner)
(in module ontolearn.utils)
find_optimal_number_of_examples() (ontolearn.base_nces.BaseNCES static method)
(ontolearn.lp_generator.helper_classes.KB2Data method)
(ontolearn.lp_generator.KB2Data method)
fit() (ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.binders.DLLearnerBinder method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.concept_learner.CLIP method)
(ontolearn.concept_learner.EvoLearner method)
(ontolearn.concept_learner.NCES method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(ontolearn.learners.nero.NERO method)
(ontolearn.learners.TDL method)
(ontolearn.learners.tree_learner.TDL method)
(ontolearn.model_adapter.Trainer method)
fit_async() (ontolearn.concept_learner.CELOE method)
fit_from_iterable() (ontolearn.binders.DLLearnerBinder method)
(ontolearn.concept_learner.NCES method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
fit_one() (ontolearn.concept_learner.NCES method)
fitness_func (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
FITNESS_FUNCTION (ontolearn.ea_utils.ToolboxVocabulary attribute)
flag_for_performance (in module ontolearn.utils)
flush() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
folders (in module compute_embeddings)
form_experiences() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
forward() (ontolearn.clip_architectures.LengthLearner_CNN method)
(ontolearn.clip_architectures.LengthLearner_GRU method)
(ontolearn.clip_architectures.LengthLearner_LSTM method)
(ontolearn.clip_architectures.LengthLearner_SetTransformer method)
(ontolearn.learners.drill.DrillNet method)
(ontolearn.nces_architectures.GRU method)
(ontolearn.nces_architectures.LSTM method)
(ontolearn.nces_architectures.SetTransformer method)
(ontolearn.nces_modules.ISAB method)
(ontolearn.nces_modules.MAB method)
(ontolearn.nces_modules.PMA method)
(ontolearn.nces_modules.SAB method)
forward_head_and_loss() (complex_models.Complex method)
(complex_models.ConEx method)
(real_models.Distmult method)
(real_models.TransE method)
(real_models.Tucker method)
forward_head_batch() (complex_models.Complex method)
(complex_models.ConEx method)
(ensemble.Ensemble method)
(real_models.Distmult method)
(real_models.Tucker method)
forward_triples() (complex_models.Complex method)
(complex_models.ConEx method)
(real_models.Distmult method)
(real_models.TransE method)
(real_models.Tucker method)
forward_triples_and_loss() (complex_models.Complex method)
(complex_models.ConEx method)
(real_models.Distmult method)
(real_models.TransE method)
(real_models.Tucker method)
from_iterables() (ontolearn.refinement_operators.LengthBasedRefinement static method)
FromOwlready2 (class in ontolearn.base.utils)
FULL (ontolearn.ea_initialization.RandomInitMethod attribute)
G
gainBonusFactor (ontolearn.heuristics.CELOEHeuristic attribute)
general_class_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.triple_store.TripleStoreOntology method)
generate() (ontolearn.lp_generator.generate_data.LPGen method)
(ontolearn.lp_generator.helper_classes.ConceptDescriptionGenerator method)
(ontolearn.lp_generator.LPGen method)
generate_descriptions() (ontolearn.lp_generator.helper_classes.KB2Data method)
(ontolearn.lp_generator.KB2Data method)
generate_examples() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
generate_learning_problems() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
generation() (ontolearn.ea_algorithms.BaseEvolutionaryAlgorithm method)
(ontolearn.ea_algorithms.EASimple method)
(ontolearn.ea_algorithms.RegularizedEvolution method)
generator (ontolearn.knowledge_base.KnowledgeBase attribute)
,
[1]
(ontolearn.refinement_operators.ExpressRefinement attribute)
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
(ontolearn.tentris.TentrisKnowledgeBase attribute)
(ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
get_all() (ontolearn.data_struct.PrepareBatchOfPrediction method)
get_all_direct_sub_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
get_all_sub_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
get_balanced_examples() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
get_balanced_n_samples_per_examples() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
get_batch_1_to_N() (experiment.Experiment method)
(helper_classes.Reproduce method)
get_boolean_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
get_bottom_entity() (ontolearn.base.owl.hierarchy.AbstractHierarchy class method)
(ontolearn.base.owl.hierarchy.ClassHierarchy class method)
(ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy class method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy class method)
get_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.learning_problem_generator.LearningProblemGenerator method)
(ontolearn.triple_store.TripleStore method)
get_data_idxs() (experiment.Experiment method)
(helper_classes.Reproduce method)
get_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
get_data_properties_for_ind() (ontolearn.knowledge_base.KnowledgeBase method)
get_data_property_domains() (ontolearn.knowledge_base.KnowledgeBase method)
get_data_property_ranges() (ontolearn.knowledge_base.KnowledgeBase method)
get_data_property_values() (ontolearn.knowledge_base.KnowledgeBase method)
get_default() (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric static method)
get_default_arguments() (in module ontolearn.scripts.run)
get_direct_parents() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
get_direct_sub_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
get_drill() (in module ontolearn.scripts.run)
get_embeddings() (complex_models.Complex method)
(complex_models.ConEx method)
(helper_classes.Reproduce method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(real_models.Distmult method)
(real_models.TransE method)
(real_models.Tucker method)
get_embeddings_individuals() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
get_entities() (data.Data static method)
get_er_vocab() (experiment.Experiment static method)
(helper_classes.Reproduce static method)
get_examples() (ontolearn.learning_problem_generator.LearningProblemGenerator method)
get_experiments() (in module helper_funcs)
get_expression() (ontolearn.ea_initialization.AbstractEAInitialization method)
(ontolearn.ea_initialization.EARandomInitialization method)
(ontolearn.ea_initialization.EARandomWalkInitialization method)
get_head_tail_vocab() (helper_classes.Reproduce static method)
get_individuals() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
get_labels() (ontolearn.data_struct.NCESBaseDataLoader method)
get_leaf_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
get_learner() (in module ontolearn.scripts.run)
get_length_predictor() (ontolearn.concept_learner.CLIP method)
get_most_promising() (ontolearn.abstracts.LBLSearchTree method)
(ontolearn.search.DRILLSearchTreePriorityQueue method)
(ontolearn.search.SearchTreePriorityQueue method)
get_neg_values() (ontolearn.value_splitter.IndividualValues method)
get_numeric_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
get_object_properties() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
get_object_properties_for_ind() (ontolearn.knowledge_base.KnowledgeBase method)
get_object_property_domains() (ontolearn.knowledge_base.KnowledgeBase method)
get_object_property_ranges() (ontolearn.knowledge_base.KnowledgeBase method)
get_object_property_values() (ontolearn.knowledge_base.KnowledgeBase method)
get_ontology_id() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
get_optimizer() (ontolearn.clip_trainer.CLIPTrainer method)
(ontolearn.nces_trainer.NCESTrainer method)
get_original_iri() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
get_overlapping_with_split() (ontolearn.value_splitter.IndividualValues method)
get_owl_ontology_manager() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
get_population() (ontolearn.ea_initialization.AbstractEAInitialization method)
(ontolearn.ea_initialization.EARandomInitialization method)
(ontolearn.ea_initialization.EARandomWalkInitialization method)
get_pos_values() (ontolearn.value_splitter.IndividualValues method)
get_prediction() (ontolearn.concept_learner.NCES method)
get_re_vocab() (experiment.Experiment static method)
get_relations() (data.Data static method)
get_results_from_ts() (in module ontolearn.triple_store)
get_root_ontology() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
get_synthesizer() (ontolearn.base_nces.BaseNCES method)
(ontolearn.concept_learner.NCES method)
get_tdl() (in module ontolearn.scripts.run)
get_time_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
get_top_entity() (ontolearn.base.owl.hierarchy.AbstractHierarchy class method)
(ontolearn.base.owl.hierarchy.ClassHierarchy class method)
(ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy class method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy class method)
get_top_n() (ontolearn.abstracts.LBLSearchTree method)
(ontolearn.search.DRILLSearchTreePriorityQueue method)
(ontolearn.search.SearchTreePriorityQueue method)
get_top_n_nodes() (ontolearn.abstracts.DRILLAbstractTree method)
get_type_individuals() (ontolearn.triple_store.TripleStoreReasonerOntology method)
get_types() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
GROW (ontolearn.ea_initialization.RandomInitMethod attribute)
GRU (class in ontolearn.nces_architectures)
H
h_exp (ontolearn.abstracts.AbstractOEHeuristicNode property)
(ontolearn.search.OENode property)
has_value_restriction() (ontolearn.concept_generator.ConceptGenerator method)
HeadAndRelationBatchLoader (class in helper_classes)
HEIGHT_KEY (ontolearn.ea_utils.ToolboxVocabulary attribute)
height_limit (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
helper_classes
module
helper_funcs
module
HERMIT (ontolearn.base._base.BaseReasoner_Owlready2 attribute)
,
[1]
(ontolearn.base.BaseReasoner_Owlready2 attribute)
,
[1]
heuristic (ontolearn.abstracts.AbstractOEHeuristicNode property)
heuristic_func (ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
,
[1]
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
,
[1]
heuristic_queue (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
HeuristicOrderedNode (class in ontolearn.search)
heuristics (in module ontolearn.model_adapter)
I
ignore_and_copy() (ontolearn.knowledge_base.KnowledgeBase method)
increment_h_exp() (ontolearn.search.OENode method)
ind_cache (ontolearn.knowledge_base.KnowledgeBase attribute)
ind_data_properties() (ontolearn.base.ext.OWLReasonerEx method)
ind_object_properties() (ontolearn.base.ext.OWLReasonerEx method)
ind_set (ontolearn.knowledge_base.KnowledgeBase attribute)
ind_to_string() (in module ontolearn.ea_utils)
individuals() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
individuals_count() (ontolearn.abstracts.AbstractKnowledgeBase method)
(ontolearn.knowledge_base.KnowledgeBase method)
individuals_in_signature() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
individuals_set() (ontolearn.abstracts.AbstractKnowledgeBase method)
(ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
IndividualValues (class in ontolearn.value_splitter)
inds (ontolearn.tentris.EvaluatedConceptTentris property)
INFO (in module ontolearn.utils.oplogging)
init() (complex_models.Complex method)
(complex_models.ConEx method)
(ontolearn.learners.drill.DrillNet method)
(real_models.Distmult method)
(real_models.TransE method)
(real_models.Tucker method)
init_embeddings_of_examples() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
init_hierarchy_instances() (in module ontolearn.utils.static_funcs)
init_individuals_from_concepts() (in module ontolearn.utils.static_funcs)
init_length_metric() (in module ontolearn.utils.static_funcs)
init_method (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
init_named_individuals() (in module ontolearn.utils.static_funcs)
INIT_POPULATION (ontolearn.ea_utils.ToolboxVocabulary attribute)
init_training() (ontolearn.abstracts.DepthAbstractDrill method)
initialize_training_class_expression_learning_problem() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
instances() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.complex_ce_instances.OWLReasoner_Owlready2_ComplexCEInstances method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.base.OWLReasoner_Owlready2_ComplexCEInstances method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
intersect_from_iterables() (ontolearn.concept_generator.ConceptGenerator static method)
INTERSECTION (ontolearn.ea_utils.OperatorVocabulary attribute)
intersection() (ontolearn.concept_generator.ConceptGenerator method)
INVERSE (ontolearn.ea_utils.OperatorVocabulary attribute)
is_child_of() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
is_float() (in module ontolearn.learners.tree_learner)
is_isolated() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
is_parent_of() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
is_root (ontolearn.abstracts.AbstractOEHeuristicNode property)
is_sub_property_of() (ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
is_subclass_of() (ontolearn.base.owl.hierarchy.ClassHierarchy method)
is_using_triplestore() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
is_valid_url() (in module ontolearn.triple_store)
ISAB (class in ontolearn.nces_modules)
iso_generations (ontolearn.ea_algorithms.MultiPopulation attribute)
items (ontolearn.base.owl.utils.EvaluatedDescriptionSet attribute)
items() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
items_in_queue (ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
,
[1]
iter_bound (ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
,
[1]
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
J
jump_pr (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
K
k_vs_all_training_schema() (experiment.Experiment method)
kb (in module ontolearn.scripts.run)
(ontolearn.abstracts.BaseRefinement attribute)
,
[1]
(ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
,
[1]
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.ea_initialization.EARandomWalkInitialization attribute)
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
KB2Data (class in ontolearn.lp_generator)
(class in ontolearn.lp_generator.helper_classes)
kb_all (ontolearn.learning_problem.EncodedPosNegLPStandard attribute)
,
[1]
kb_diff (ontolearn.learning_problem.EncodedPosNegLPStandard attribute)
,
[1]
kb_neg (ontolearn.learning_problem.EncodedPosNegLPStandard attribute)
,
[1]
kb_pos (ontolearn.learning_problem.EncodedPosNegLPStandard attribute)
,
[1]
KnowledgeBase (class in ontolearn.knowledge_base)
L
LBLNode (class in ontolearn.search)
LBLSearchTree (class in ontolearn.abstracts)
learn_from_illustration() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
learn_from_replay_memory() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
learning_problem (ontolearn.heuristics.CeloeBasedReward property)
LearningProblemGenerator (class in ontolearn.learning_problem_generator)
least_general_named_concepts() (ontolearn.knowledge_base.KnowledgeBase method)
(ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
leaves() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
len (ontolearn.search.LengthOrderedNode attribute)
len() (ontolearn.abstracts.BaseRefinement method)
length() (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric method)
length_metric (ontolearn.knowledge_base.KnowledgeBase attribute)
LengthBasedRefinement (class in ontolearn.refinement_operators)
LengthLearner_CNN (class in ontolearn.clip_architectures)
LengthLearner_GRU (class in ontolearn.clip_architectures)
LengthLearner_LSTM (class in ontolearn.clip_architectures)
LengthLearner_SetTransformer (class in ontolearn.clip_architectures)
LengthOrderedNode (class in ontolearn.search)
limit_posix (in module ontolearn.triple_store)
LinearPressureFitness (class in ontolearn.fitness_functions)
LLMVerbalizer (class in ontolearn.verbalizer)
load() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
load_data() (data.Data static method)
load_hypotheses() (ontolearn.base_concept_learner.BaseConceptLearner method)
load_model() (helper_classes.Reproduce method)
load_ontology() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
load_pretrained() (ontolearn.base_nces.BaseNCES method)
log_dirs (in module ontolearn.utils.log_config)
logger (in module ontolearn.abstracts)
(in module ontolearn.base._base)
(in module ontolearn.base.complex_ce_instances)
(in module ontolearn.base.ext)
(in module ontolearn.base.fast_instance_checker)
(in module ontolearn.base_concept_learner)
(in module ontolearn.concept_learner)
(in module ontolearn.ea_algorithms)
(in module ontolearn.knowledge_base)
(in module ontolearn.learning_problem)
(in module ontolearn.model_adapter)
(in module ontolearn.tentris)
(in module ontolearn.triple_store)
(in module ontolearn.utils.log_config)
LPGen (class in ontolearn.lp_generator)
(class in ontolearn.lp_generator.generate_data)
LSTM (class in ontolearn.nces_architectures)
M
MAB (class in ontolearn.nces_modules)
main() (in module ontolearn.scripts.run)
make_iterable_verbose() (in module ontolearn.learners.tree_learner)
make_node() (ontolearn.concept_learner.CELOE method)
(ontolearn.concept_learner.OCEL method)
map_concept() (ontolearn.base.utils.FromOwlready2 method)
(ontolearn.base.utils.ToOwlready2 method)
map_datarange() (ontolearn.base.utils.FromOwlready2 method)
(ontolearn.base.utils.ToOwlready2 method)
map_object() (ontolearn.base.utils.ToOwlready2 method)
map_to_token() (ontolearn.nces_trainer.NCESTrainer method)
max_cardinality_restriction() (ontolearn.concept_generator.ConceptGenerator method)
max_child_length (ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
,
[1]
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
max_he (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
max_height (ontolearn.ea_initialization.EARandomInitialization attribute)
max_nr_fillers (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
max_nr_splits (ontolearn.value_splitter.AbstractValueSplitter attribute)
max_num_of_concepts_tested (ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
max_runtime (ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
max_t (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
maybe_add() (ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
maybe_cache_individuals() (ontolearn.knowledge_base.KnowledgeBase method)
maybe_cache_individuals_count() (ontolearn.knowledge_base.KnowledgeBase method)
method (ontolearn.ea_initialization.EARandomInitialization attribute)
metrics (in module ontolearn.model_adapter)
migration_size (ontolearn.ea_algorithms.MultiPopulation attribute)
min_cardinality_restriction() (ontolearn.concept_generator.ConceptGenerator method)
min_he (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
min_height (ontolearn.ea_initialization.EARandomInitialization attribute)
ModelAdapter() (in module ontolearn.model_adapter)
models (in module ontolearn.model_adapter)
ModifiedCELOERefinement (class in ontolearn.refinement_operators)
module
complex_models
compute_embeddings
data
ensemble
experiment
helper_classes
helper_funcs
ontolearn
ontolearn.abstracts
ontolearn.base
ontolearn.base._base
ontolearn.base.axioms
ontolearn.base.complex_ce_instances
ontolearn.base.ext
ontolearn.base.fast_instance_checker
ontolearn.base.owl
ontolearn.base.owl.hierarchy
ontolearn.base.owl.utils
ontolearn.base.plus
ontolearn.base.utils
ontolearn.base_concept_learner
ontolearn.base_nces
ontolearn.binders
ontolearn.clip_architectures
ontolearn.clip_trainer
ontolearn.concept_generator
ontolearn.concept_learner
ontolearn.data_struct
ontolearn.ea_algorithms
ontolearn.ea_initialization
ontolearn.ea_utils
ontolearn.experiments
ontolearn.fitness_functions
ontolearn.heuristics
ontolearn.knowledge_base
ontolearn.learners
ontolearn.learners.drill
ontolearn.learners.nero
ontolearn.learners.tree_learner
ontolearn.learning_problem
ontolearn.learning_problem_generator
ontolearn.lp_generator
ontolearn.lp_generator.generate_data
ontolearn.lp_generator.helper_classes
ontolearn.metrics
ontolearn.model_adapter
ontolearn.nces_architectures
ontolearn.nces_modules
ontolearn.nces_trainer
ontolearn.nces_utils
ontolearn.quality_funcs
ontolearn.refinement_operators
ontolearn.scripts
ontolearn.scripts.run
ontolearn.search
ontolearn.tentris
ontolearn.triple_store
ontolearn.utils
ontolearn.utils.log_config
ontolearn.utils.oplogging
ontolearn.utils.static_funcs
ontolearn.value_splitter
ontolearn.verbalizer
real_models
more_general_roles() (ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
more_special_roles() (ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
most_general_boolean_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_existential_restrictions() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_existential_restrictions_inverse() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_named_concepts() (ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
most_general_numeric_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_object_properties() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_roles() (ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
most_general_time_data_properties() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_universal_restrictions() (ontolearn.knowledge_base.KnowledgeBase method)
most_general_universal_restrictions_inverse() (ontolearn.knowledge_base.KnowledgeBase method)
most_special_roles() (ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
MultiPopulation (class in ontolearn.ea_algorithms)
mut_uniform_gen (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
MUTATION (ontolearn.ea_utils.ToolboxVocabulary attribute)
mutation_pr (ontolearn.ea_algorithms.EASimple attribute)
N
name (ontolearn.abstracts.AbstractFitness attribute)
(ontolearn.abstracts.AbstractScorer attribute)
(ontolearn.base_concept_learner.BaseConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
,
[1]
(ontolearn.concept_learner.EvoLearner attribute)
,
[1]
(ontolearn.concept_learner.OCEL attribute)
,
[1]
(ontolearn.ea_algorithms.AbstractEvolutionaryAlgorithm attribute)
(ontolearn.ea_algorithms.EASimple attribute)
(ontolearn.ea_algorithms.MultiPopulation attribute)
(ontolearn.ea_algorithms.RegularizedEvolution attribute)
(ontolearn.fitness_functions.LinearPressureFitness attribute)
(ontolearn.heuristics.CELOEHeuristic attribute)
(ontolearn.heuristics.DLFOILHeuristic attribute)
(ontolearn.heuristics.OCELHeuristic attribute)
(ontolearn.metrics.Accuracy attribute)
(ontolearn.metrics.F1 attribute)
(ontolearn.metrics.Precision attribute)
(ontolearn.metrics.Recall attribute)
(ontolearn.metrics.WeightedAccuracy attribute)
named_concepts() (ontolearn.triple_store.TripleStore method)
NCES (class in ontolearn.concept_learner)
NCESBaseDataLoader (class in ontolearn.data_struct)
NCESDataLoader (class in ontolearn.data_struct)
NCESDataLoaderInference (class in ontolearn.data_struct)
NCESNode (class in ontolearn.search)
NCESTrainer (class in ontolearn.nces_trainer)
neg (ontolearn.learning_problem.PosNegLPStandard attribute)
(ontolearn.value_splitter.Split attribute)
neg_map (ontolearn.value_splitter.IndividualValues attribute)
NEGATION (ontolearn.ea_utils.OperatorVocabulary attribute)
negation() (ontolearn.concept_generator.ConceptGenerator method)
negation_from_iterables() (ontolearn.concept_generator.ConceptGenerator method)
negative_sampling_training_schema() (experiment.Experiment method)
NERO (class in ontolearn.learners.nero)
next_node_to_expand() (ontolearn.base_concept_learner.RefinementBasedConceptLearner method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
Node (class in ontolearn.search)
node (ontolearn.search.HeuristicOrderedNode attribute)
(ontolearn.search.LengthOrderedNode attribute)
(ontolearn.search.QualityOrderedNode attribute)
(ontolearn.search.TreeNode attribute)
nodeRefinementPenalty (ontolearn.heuristics.CELOEHeuristic attribute)
nodes (ontolearn.abstracts.DRILLAbstractTree property)
(ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.DRILLSearchTreePriorityQueue. attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
,
[1]
(ontolearn.search.SearchTreePriorityQueue. attribute)
nothing (ontolearn.concept_generator.ConceptGenerator property)
num_generations (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
num_populations (ontolearn.ea_algorithms.MultiPopulation attribute)
number_of_tested_concepts (ontolearn.base_concept_learner.BaseConceptLearner property)
O
Object (in module ontolearn.ea_initialization)
object_ (ontolearn.ea_initialization.PropObjPair attribute)
object_all_values_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_cardinality_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_complement_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_has_self_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_has_value_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_intersection_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_inverse_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_one_of_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_properties (ontolearn.knowledge_base.KnowledgeBase property)
object_properties_in_signature() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
object_property_domain_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
object_property_domains() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
object_property_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_property_range_axioms() (ontolearn.base._base.OWLOntology_Owlready2 method)
(ontolearn.base.OWLOntology_Owlready2 method)
(ontolearn.tentris.TentrisOntology method)
(ontolearn.triple_store.TripleStoreOntology method)
object_property_ranges() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
object_property_values() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
object_some_values_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
object_union_length (ontolearn.base.owl.utils.OWLClassExpressionLengthMetric attribute)
ObjectPropertyHierarchy (class in ontolearn.base.owl.hierarchy)
OCEL (class in ontolearn.concept_learner)
OCELHeuristic (class in ontolearn.heuristics)
OENode (class in ontolearn.search)
ontolearn
module
ontolearn.abstracts
module
ontolearn.base
module
ontolearn.base._base
module
ontolearn.base.axioms
module
ontolearn.base.complex_ce_instances
module
ontolearn.base.ext
module
ontolearn.base.fast_instance_checker
module
ontolearn.base.owl
module
ontolearn.base.owl.hierarchy
module
ontolearn.base.owl.utils
module
ontolearn.base.plus
module
ontolearn.base.utils
module
ontolearn.base_concept_learner
module
ontolearn.base_nces
module
ontolearn.binders
module
ontolearn.clip_architectures
module
ontolearn.clip_trainer
module
ontolearn.concept_generator
module
ontolearn.concept_learner
module
ontolearn.data_struct
module
ontolearn.ea_algorithms
module
ontolearn.ea_initialization
module
ontolearn.ea_utils
module
ontolearn.experiments
module
ontolearn.fitness_functions
module
ontolearn.heuristics
module
ontolearn.knowledge_base
module
ontolearn.learners
module
ontolearn.learners.drill
module
ontolearn.learners.nero
module
ontolearn.learners.tree_learner
module
ontolearn.learning_problem
module
ontolearn.learning_problem_generator
module
ontolearn.lp_generator
module
ontolearn.lp_generator.generate_data
module
ontolearn.lp_generator.helper_classes
module
ontolearn.metrics
module
ontolearn.model_adapter
module
ontolearn.nces_architectures
module
ontolearn.nces_modules
module
ontolearn.nces_trainer
module
ontolearn.nces_utils
module
ontolearn.quality_funcs
module
ontolearn.refinement_operators
module
ontolearn.scripts
module
ontolearn.scripts.run
module
ontolearn.search
module
ontolearn.tentris
module
ontolearn.triple_store
module
ontolearn.utils
module
ontolearn.utils.log_config
module
ontolearn.utils.oplogging
module
ontolearn.utils.static_funcs
module
ontolearn.value_splitter
module
ontolearn.verbalizer
module
ontology (ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
ontology() (ontolearn.abstracts.AbstractKnowledgeBase method)
OperandSetTransform (class in ontolearn.base.owl.utils)
operator (ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
,
[1]
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
OperatorVocabulary (class in ontolearn.ea_utils)
owl_prefix (in module ontolearn.triple_store)
OWLClassExpressionLengthMetric (class in ontolearn.base.owl.utils)
owlliteral_to_primitive_string() (in module ontolearn.ea_utils)
OWLOntology_Owlready2 (class in ontolearn.base)
(class in ontolearn.base._base)
OWLOntologyManager_Owlready2 (class in ontolearn.base)
(class in ontolearn.base._base)
OWLREADY2_FACET_KEYS (in module ontolearn.base.utils)
OWLReasoner_FastInstanceChecker (class in ontolearn.base)
(class in ontolearn.base.fast_instance_checker)
OWLReasoner_Owlready2 (class in ontolearn.base)
(class in ontolearn.base._base)
OWLReasoner_Owlready2_ComplexCEInstances (class in ontolearn.base)
(class in ontolearn.base.complex_ce_instances)
OWLReasoner_Owlready2_Plus (class in ontolearn.base.plus)
OWLReasonerEx (class in ontolearn.base.ext)
P
parametrized_performance_debugger() (in module ontolearn.utils)
parent_node (ontolearn.abstracts.AbstractOEHeuristicNode property)
(ontolearn.search.LBLNode property)
parents() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
parse_dl_learner_output() (ontolearn.binders.DLLearnerBinder method)
path (ontolearn.knowledge_base.KnowledgeBase attribute)
,
[1]
(ontolearn.tentris.TentrisKnowledgeBase attribute)
(ontolearn.triple_store.TripleStore attribute)
(ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
PELLET (ontolearn.base._base.BaseReasoner_Owlready2 attribute)
,
[1]
(ontolearn.base.BaseReasoner_Owlready2 attribute)
,
[1]
performance_debugger() (in module helper_funcs)
(in module ontolearn.utils)
plot_decision_tree_of_expressions() (in module ontolearn.utils.static_funcs)
plot_umap_reduced_embeddings() (in module ontolearn.utils.static_funcs)
PMA (class in ontolearn.nces_modules)
population_size (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
pos (ontolearn.value_splitter.Split attribute)
pos_map (ontolearn.value_splitter.IndividualValues attribute)
pos_neg_to_tensor() (ontolearn.concept_learner.CLIP method)
PosNegLPStandard (class in ontolearn.learning_problem)
PosNegUndLP (class in ontolearn.learning_problem)
Precision (class in ontolearn.metrics)
predict() (ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.learners.TDL method)
(ontolearn.learners.tree_learner.TDL method)
(ontolearn.model_adapter.Trainer method)
(ontolearn.nces_utils.SimpleSolution method)
predict_length() (ontolearn.concept_learner.CLIP method)
predict_values() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
PredictedConcept (class in ontolearn.binders)
PrepareBatchOfPrediction (class in ontolearn.data_struct)
PrepareBatchOfTraining (class in ontolearn.data_struct)
PrimitiveFactory (class in ontolearn.ea_utils)
Property (in module ontolearn.ea_initialization)
property_ (ontolearn.ea_initialization.PropObjPair attribute)
PropObjPair (class in ontolearn.ea_initialization)
pset (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
Q
quality (ontolearn.abstracts.AbstractOEHeuristicNode property)
quality_func (ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
,
[1]
quality_retrieval() (ontolearn.triple_store.TripleStore method)
QualityOrderedNode (class in ontolearn.search)
query() (ontolearn.triple_store.TripleStore method)
(ontolearn.triple_store.TripleStoreReasonerOntology method)
R
RAMPED_HALF_HALF (ontolearn.ea_initialization.RandomInitMethod attribute)
RandomInitMethod (class in ontolearn.ea_initialization)
rdf_prefix (in module ontolearn.triple_store)
rdflib_to_str() (in module ontolearn.triple_store)
rdfs_prefix (in module ontolearn.triple_store)
RDFTriples (class in ontolearn.lp_generator)
(class in ontolearn.lp_generator.helper_classes)
read_csv() (in module ontolearn.utils)
read_individuals_file() (in module ontolearn.utils)
read_named_classes_file() (in module ontolearn.utils)
real_models
module
reasoner (ontolearn.base_concept_learner.BaseConceptLearner attribute)
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
(ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
Recall (class in ontolearn.metrics)
redundancy_check() (ontolearn.abstracts.DRILLAbstractTree method)
refine() (ontolearn.abstracts.BaseRefinement method)
(ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_atomic_concept() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_complement_of() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_data_has_value() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_data_some_values_from() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_all_values_from() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_intersection_of() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_max_card_restriction() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_min_card_restriction() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_some_values_from() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_object_union_of() (ontolearn.refinement_operators.ExpressRefinement method)
(ontolearn.refinement_operators.LengthBasedRefinement method)
(ontolearn.refinement_operators.ModifiedCELOERefinement method)
refine_top() (ontolearn.refinement_operators.LengthBasedRefinement method)
refinement_count (ontolearn.abstracts.AbstractOEHeuristicNode property)
(ontolearn.search.OENode property)
RefinementBasedConceptLearner (class in ontolearn.base_concept_learner)
refresh() (ontolearn.concept_learner.CLIP method)
(ontolearn.concept_learner.NCES method)
register_op() (ontolearn.concept_learner.EvoLearner method)
RegularizedEvolution (class in ontolearn.ea_algorithms)
remove_axiom() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
remove_child() (ontolearn.search.LBLNode method)
renderer (ontolearn.search.OENode attribute)
(ontolearn.search.RL_State attribute)
report_results() (ontolearn.experiments.Experiments static method)
Reproduce (class in helper_classes)
reproduce() (helper_classes.Reproduce method)
reproduce_ensemble() (helper_classes.Reproduce method)
reset() (ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.value_splitter.AbstractValueSplitter method)
(ontolearn.value_splitter.EntropyValueSplitter method)
residual_convolution() (complex_models.ConEx method)
restrict() (ontolearn.base.owl.hierarchy.AbstractHierarchy static method)
restrict_and_copy() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
retrieve() (ontolearn.data_struct.Experience method)
retrieve_concept_chain() (ontolearn.learners.Drill static method)
(ontolearn.learners.drill.Drill static method)
rl_learning_loop() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
RL_State (class in ontolearn.search)
root() (in module ontolearn.scripts.run)
roots() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
S
SAB (class in ontolearn.nces_modules)
same_individuals() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
sample_examples() (ontolearn.concept_learner.NCES method)
(ontolearn.lp_generator.helper_classes.KB2Data method)
(ontolearn.lp_generator.KB2Data method)
sample_fillers_count (ontolearn.refinement_operators.ExpressRefinement attribute)
sanity_checking_args() (in module ontolearn.utils)
save() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
save_best_hypothesis() (ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.model_adapter.Trainer method)
save_current_top_n_nodes() (ontolearn.abstracts.DRILLAbstractTree static method)
save_data() (ontolearn.lp_generator.helper_classes.KB2Data method)
(ontolearn.lp_generator.KB2Data method)
save_ontology() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
save_owl_class_expressions() (in module ontolearn.utils.static_funcs)
save_weights() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
save_world() (ontolearn.base._base.OWLOntologyManager_Owlready2 method)
(ontolearn.base.OWLOntologyManager_Owlready2 method)
score() (ontolearn.learners.drill.DrillHeuristic method)
score2() (ontolearn.abstracts.AbstractScorer method)
(ontolearn.metrics.Accuracy method)
(ontolearn.metrics.F1 method)
(ontolearn.metrics.Precision method)
(ontolearn.metrics.Recall method)
(ontolearn.metrics.WeightedAccuracy method)
score_elp() (ontolearn.abstracts.AbstractScorer method)
search_tree (ontolearn.concept_learner.CELOE attribute)
,
[1]
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
SearchAlgos (in module ontolearn.learning_problem_generator)
SearchTreePriorityQueue (class in ontolearn.search)
seed (in module complex_models)
(in module helper_classes)
(in module real_models)
seen_norm_concepts (ontolearn.concept_learner.CELOE attribute)
select_next_state() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
SELECTION (ontolearn.ea_utils.ToolboxVocabulary attribute)
sequence_of_actions() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
serializer() (in module ontolearn.utils)
set_input_examples() (ontolearn.refinement_operators.LengthBasedRefinement method)
SetTransformer (class in ontolearn.nces_architectures)
setup_logging() (in module ontolearn.utils)
(in module ontolearn.utils.log_config)
show_best_nodes() (ontolearn.abstracts.DRILLAbstractTree method)
show_current_search_tree() (ontolearn.search.DRILLSearchTreePriorityQueue method)
show_num_learnable_params() (ontolearn.clip_trainer.CLIPTrainer method)
(ontolearn.nces_trainer.NCESTrainer method)
show_search_tree() (ontolearn.abstracts.DRILLAbstractTree method)
(ontolearn.abstracts.LBLSearchTree method)
(ontolearn.base_concept_learner.RefinementBasedConceptLearner method)
(ontolearn.concept_learner.CELOE method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(ontolearn.search.SearchTreePriorityQueue method)
siblings() (ontolearn.base.owl.hierarchy.AbstractHierarchy method)
SimpleSolution (class in ontolearn.nces_utils)
simplify() (ontolearn.base.owl.utils.OperandSetTransform method)
sort() (ontolearn.base.owl.utils.ConceptOperandSorter method)
sort_search_tree_by_decreasing_order() (ontolearn.abstracts.DRILLAbstractTree method)
Split (class in ontolearn.value_splitter)
start() (in module compute_embeddings)
(ontolearn.experiments.Experiments method)
start_class (ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
,
[1]
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.OCEL attribute)
start_KFold() (ontolearn.experiments.Experiments method)
start_time (ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
startNodeBonus (ontolearn.heuristics.CELOEHeuristic attribute)
store_report() (ontolearn.experiments.Experiments static method)
str2bool() (in module compute_embeddings)
str_to_obj_instance_mapping (ontolearn.search.DRILLSearchTreePriorityQueue attribute)
(ontolearn.search.SearchTreePriorityQueue attribute)
sub_classes() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.ClassHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.base.plus.OWLReasoner_Owlready2_Plus method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
sub_data_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
sub_object_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.base.plus.OWLReasoner_Owlready2_Plus method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
subconcepts() (ontolearn.triple_store.TripleStoreReasonerOntology method)
suf() (in module ontolearn.triple_store)
super_classes() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.ClassHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
super_data_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.DatatypePropertyHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
super_object_properties() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.owl.hierarchy.ObjectPropertyHierarchy method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.triple_store.TripleStoreReasoner method)
SuperProp (class in ontolearn.search)
T
tbox() (ontolearn.knowledge_base.KnowledgeBase method)
TDL (class in ontolearn.learners)
(class in ontolearn.learners.tree_learner)
TentrisKnowledgeBase (class in ontolearn.tentris)
TentrisOntology (class in ontolearn.tentris)
TentrisReasoner (class in ontolearn.tentris)
terminate() (ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.base_concept_learner.RefinementBasedConceptLearner method)
terminate_on_goal (ontolearn.base_concept_learner.BaseConceptLearner attribute)
,
[1]
(ontolearn.base_concept_learner.RefinementBasedConceptLearner attribute)
(ontolearn.concept_learner.CELOE attribute)
(ontolearn.concept_learner.CLIP attribute)
(ontolearn.concept_learner.EvoLearner attribute)
(ontolearn.concept_learner.OCEL attribute)
terminate_training() (ontolearn.abstracts.DepthAbstractDrill method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
thing (ontolearn.concept_generator.ConceptGenerator property)
toolbox (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
ToolboxVocabulary (class in ontolearn.ea_utils)
ToOwlready2 (class in ontolearn.base.utils)
tournament_size (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
TRACE (in module ontolearn.utils.oplogging)
train() (experiment.Experiment method)
(ontolearn.base_concept_learner.BaseConceptLearner method)
(ontolearn.binders.DLLearnerBinder static method)
(ontolearn.clip_trainer.CLIPTrainer method)
(ontolearn.concept_learner.CLIP method)
(ontolearn.concept_learner.NCES method)
(ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
(ontolearn.learners.nero.NERO method)
(ontolearn.nces_trainer.NCESTrainer method)
train_and_eval() (experiment.Experiment method)
Trainer (class in ontolearn.model_adapter)
TransE (class in real_models)
transform_string() (in module ontolearn.model_adapter)
Tree (in module ontolearn.ea_utils)
tree_depth (ontolearn.search.EvoLearnerNode property)
tree_length (ontolearn.search.EvoLearnerNode property)
tree_node() (ontolearn.concept_learner.CELOE method)
TreeNode (class in ontolearn.search)
triples() (ontolearn.knowledge_base.KnowledgeBase method)
TripleStore (class in ontolearn.triple_store)
TripleStoreKnowledgeBase (class in ontolearn.triple_store)
TripleStoreOntology (class in ontolearn.triple_store)
TripleStoreReasoner (class in ontolearn.triple_store)
TripleStoreReasonerOntology (class in ontolearn.triple_store)
Tucker (class in real_models)
type_counts (ontolearn.ea_initialization.EARandomWalkInitialization attribute)
types() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.fast_instance_checker.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_FastInstanceChecker method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.tentris.TentrisReasoner method)
(ontolearn.triple_store.TripleStoreReasoner method)
U
UNION (ontolearn.ea_utils.OperatorVocabulary attribute)
union() (ontolearn.concept_generator.ConceptGenerator method)
union_from_iterables() (ontolearn.concept_generator.ConceptGenerator static method)
UNIVERSAL (ontolearn.ea_utils.OperatorVocabulary attribute)
universal_restriction() (ontolearn.concept_generator.ConceptGenerator method)
unwrap() (in module ontolearn.triple_store)
update_isolated_ontology() (ontolearn.base._base.OWLReasoner_Owlready2 method)
(ontolearn.base.complex_ce_instances.OWLReasoner_Owlready2_ComplexCEInstances method)
(ontolearn.base.OWLReasoner_Owlready2 method)
(ontolearn.base.OWLReasoner_Owlready2_ComplexCEInstances method)
update_min_max_horiz_exp() (ontolearn.concept_learner.CELOE method)
update_search() (ontolearn.learners.Drill method)
(ontolearn.learners.drill.Drill method)
updating_node() (ontolearn.concept_learner.CELOE method)
url (ontolearn.triple_store.TripleStore attribute)
(ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
use_all_constructor (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
use_boolean_datatype (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
use_card_restrictions (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
use_data_properties (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
use_individuals_cache (ontolearn.knowledge_base.KnowledgeBase attribute)
,
[1]
(ontolearn.tentris.TentrisKnowledgeBase attribute)
(ontolearn.triple_store.TripleStoreKnowledgeBase attribute)
use_inverse (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
use_negation (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
use_numeric_datatypes (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
use_time_datatypes (ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
used_properties (ontolearn.value_splitter.Split attribute)
V
val() (experiment.Experiment method)
value_splitter (ontolearn.concept_learner.EvoLearner attribute)
,
[1]
(ontolearn.refinement_operators.ModifiedCELOERefinement attribute)
Values (in module ontolearn.value_splitter)
verbalize() (ontolearn.base_concept_learner.BaseConceptLearner static method)
W
WARNING (in module ontolearn.utils.oplogging)
WeightedAccuracy (class in ontolearn.metrics)
worst() (ontolearn.base.owl.utils.EvaluatedDescriptionSet method)
write_dl_learner_config() (ontolearn.binders.DLLearnerBinder method)
X
xsd_prefix (in module ontolearn.triple_store)