Index

_

__call__() (frex.models.constraints.constraint_type.ConstraintType method) (frex.pipeline_stages.candidate_generators.candidate_generator.CandidateGenerator method) (frex.pipeline_stages.filters.candidate_filterer.CandidateFilterer method) (frex.pipeline_stages.pipeline_stage.PipelineStage method) (frex.pipeline_stages.scorers.candidate_bool_scorer.CandidateBoolScorer method) (frex.pipeline_stages.scorers.candidate_ranker.CandidateRanker method) (frex.pipeline_stages.scorers.candidate_scorer.CandidateScorer method) (frex.pipelines.pipeline.Pipeline method)

A

add_hierarchical_section_constraint() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) add_item_ordering_dependence_constraint() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) add_item_selection_constraint() (frex.utils.constraint_solver.ConstraintSolver method) add_overall_count_constraint() (frex.utils.constraint_solver.ConstraintSolver method) add_overall_item_constraint() (frex.utils.constraint_solver.ConstraintSolver method) add_required_item_assignment() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) add_required_item_selection() (frex.utils.constraint_solver.ConstraintSolver method) add_restriction() (frex.utils.class_generator.ClassGenerator method) add_section_assignment_constraint() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) add_section_constraint() (frex.models.constraints.section_set_constraint.SectionSetConstraint method)

add_section_count_constraint() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) allow_invalid_assignment_to_section() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) alternative_input (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation attribute) alternative_output (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation attribute) AM1() (frex.models.constraints.constraint_type.ConstraintType static method) applied_explanations (frex.models.candidate.Candidate attribute) applied_scores (frex.models.candidate.Candidate attribute) attribute_name (frex.models.constraints.attribute_constraint.AttributeConstraint attribute) AttributeConstraint (class in frex.models.constraints.attribute_constraint) attributes_of_interest (frex.models.constraints.section_set_constraint.SectionSetConstraint property)

B

based_on_case (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation attribute) based_on_context (frex.models.explanation_types.contextual_explanation.ContextualExplanation attribute) based_on_evidence (frex.models.explanation_types.scientific_explanation.ScientificExplanation attribute)

based_on_fact (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation attribute) based_on_foil (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation attribute) based_on_numerical_evidence_target (frex.models.explanation_types.statistical_explanation.StatisticalExplanation attribute) based_on_numerical_evidence_value (frex.models.explanation_types.statistical_explanation.StatisticalExplanation attribute)

C

Candidate (class in frex.models.candidate) CandidateBoolScorer (class in frex.pipeline_stages.scorers.candidate_bool_scorer) CandidateFilterer (class in frex.pipeline_stages.filters.candidate_filterer) CandidateGenerator (class in frex.pipeline_stages.candidate_generators.candidate_generator) CandidateRanker (class in frex.pipeline_stages.scorers.candidate_ranker) CandidateScorer (class in frex.pipeline_stages.scorers.candidate_scorer) CaseBasedExplanation (class in frex.models.explanation_types.case_based_explanation) ClassGenerator (class in frex.utils.class_generator) constraint_type (frex.models.constraints.attribute_constraint.AttributeConstraint attribute) (frex.models.constraints.item_constraint.ItemConstraint attribute) (frex.models.constraints.section_assignment_constraint.SectionAssignmentConstraint attribute)

constraint_value (frex.models.constraints.attribute_constraint.AttributeConstraint attribute) ConstraintSolution (class in frex.models.constraints.constraint_solution) ConstraintSolutionSection (class in frex.models.constraints.constraint_solution_section) ConstraintSolutionSectionSet (class in frex.models.constraints.constraint_solution_section_set) ConstraintSolver (class in frex.utils.constraint_solver) ConstraintType (class in frex.models.constraints.constraint_type) context (frex.models.candidate.Candidate attribute) ContextualExplanation (class in frex.models.explanation_types.contextual_explanation) ContrastiveExplanation (class in frex.models.explanation_types.contrastive_explanation) convert_to_py_class() (frex.utils.class_generator.ClassGenerator method) cosine_sim() (frex.utils.vector_similarity_utils.VectorSimilarityUtils static method) CounterfactualExplanation (class in frex.models.explanation_types.counterfactual_explanation)

D

dependency_and (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy attribute) dependency_or (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy attribute)

domain_object (frex.models.candidate.Candidate attribute) DomainKgQueryService (class in frex.services.domain_kg_query_service) DomainObject (class in frex.models.domain_object)

E

EQ() (frex.models.constraints.constraint_type.ConstraintType static method) EX1() (frex.models.constraints.constraint_type.ConstraintType static method)

Explanation (class in frex.models.explanation) explanation_string (frex.models.explanation.Explanation attribute)

F

filter() (frex.pipeline_stages.filters.candidate_filterer.CandidateFilterer method) frex module frex.models module frex.models.candidate module frex.models.constraints module frex.models.constraints.attribute_constraint module frex.models.constraints.constraint_solution module frex.models.constraints.constraint_solution_section module frex.models.constraints.constraint_solution_section_set module frex.models.constraints.constraint_type module frex.models.constraints.item_constraint module frex.models.constraints.section_assignment_constraint module frex.models.constraints.section_constraint_hierarchy module frex.models.constraints.section_set_constraint module frex.models.domain_object module frex.models.explanation module frex.models.explanation_types module frex.models.explanation_types.case_based_explanation module frex.models.explanation_types.contextual_explanation module frex.models.explanation_types.contrastive_explanation module frex.models.explanation_types.counterfactual_explanation module frex.models.explanation_types.scientific_explanation module frex.models.explanation_types.simulation_based_explanation module frex.models.explanation_types.statistical_explanation module frex.pipeline_stages module frex.pipeline_stages.candidate_generators module frex.pipeline_stages.candidate_generators.candidate_generator module frex.pipeline_stages.filters module frex.pipeline_stages.filters.candidate_filterer module frex.pipeline_stages.pipeline_stage module frex.pipeline_stages.scorers module frex.pipeline_stages.scorers.candidate_bool_scorer module frex.pipeline_stages.scorers.candidate_ranker module

frex.pipeline_stages.scorers.candidate_scorer module frex.pipelines module frex.pipelines.pipeline module frex.services module frex.services.domain_kg_query_service module frex.services.exceptions module frex.services.exceptions.malformed_content_exception module frex.services.exceptions.not_found_exception module frex.stores module frex.stores.local_graph module frex.stores.remote_graph module frex.stores.request_result_cache module frex.stores.result_cache module frex.stores.sparql_queryable module frex.utils module frex.utils.class_generator module frex.utils.common module frex.utils.constraint_solver module frex.utils.vector_similarity_utils module from_dict() (frex.models.candidate.Candidate class method) (frex.models.constraints.constraint_solution.ConstraintSolution class method) (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection class method) (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet class method) (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy class method) (frex.models.domain_object.DomainObject class method) (frex.models.explanation.Explanation class method) (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation class method) (frex.models.explanation_types.contextual_explanation.ContextualExplanation class method) (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation class method) (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation class method) (frex.models.explanation_types.scientific_explanation.ScientificExplanation class method) (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation class method) (frex.models.explanation_types.statistical_explanation.StatisticalExplanation class method) from_json() (frex.models.candidate.Candidate class method) (frex.models.constraints.constraint_solution.ConstraintSolution class method) (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection class method) (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet class method) (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy class method) (frex.models.domain_object.DomainObject class method) (frex.models.explanation.Explanation class method) (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation class method) (frex.models.explanation_types.contextual_explanation.ContextualExplanation class method) (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation class method) (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation class method) (frex.models.explanation_types.scientific_explanation.ScientificExplanation class method) (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation class method) (frex.models.explanation_types.statistical_explanation.StatisticalExplanation class method)

G

generate() (frex.pipeline_stages.candidate_generators.candidate_generator.CandidateGenerator method) generate_classes() (frex.utils.class_generator.ClassGenerator method) GEQ() (frex.models.constraints.constraint_type.ConstraintType static method) get_all_objects_by_class() (frex.services.domain_kg_query_service.DomainKgQueryService method) get_graph() (frex.stores.local_graph.LocalGraph method) (frex.stores.request_result_cache.RequestResultCache method) (frex.stores.result_cache.ResultCache method)

get_inner_restrictions() (frex.utils.class_generator.ClassGenerator method) get_item_vector_similarity() (frex.utils.vector_similarity_utils.VectorSimilarityUtils static method) get_object_by_uri() (frex.services.domain_kg_query_service.DomainKgQueryService method) get_property_names_and_types() (frex.utils.class_generator.ClassGenerator method) get_solution_assignments() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) get_superclass_names() (frex.utils.class_generator.ClassGenerator method) get_top_n_candidates() (frex.utils.vector_similarity_utils.VectorSimilarityUtils static method) GRTR() (frex.models.constraints.constraint_type.ConstraintType static method)

I

item_a_uri (frex.models.constraints.item_constraint.ItemConstraint attribute) item_b_uri (frex.models.constraints.item_constraint.ItemConstraint attribute)

ItemConstraint (class in frex.models.constraints.item_constraint) items (frex.models.constraints.constraint_solution.ConstraintSolution attribute)

J

jaccard_sim() (frex.utils.vector_similarity_utils.VectorSimilarityUtils static method)

L

LEQ() (frex.models.constraints.constraint_type.ConstraintType static method) LESS() (frex.models.constraints.constraint_type.ConstraintType static method)

load_graph_file() (frex.stores.local_graph.LocalGraph method) LocalGraph (class in frex.stores.local_graph)

M

MalformedContentException module frex frex.models frex.models.candidate frex.models.constraints frex.models.constraints.attribute_constraint frex.models.constraints.constraint_solution frex.models.constraints.constraint_solution_section frex.models.constraints.constraint_solution_section_set frex.models.constraints.constraint_type frex.models.constraints.item_constraint frex.models.constraints.section_assignment_constraint frex.models.constraints.section_constraint_hierarchy frex.models.constraints.section_set_constraint frex.models.domain_object frex.models.explanation frex.models.explanation_types frex.models.explanation_types.case_based_explanation frex.models.explanation_types.contextual_explanation frex.models.explanation_types.contrastive_explanation frex.models.explanation_types.counterfactual_explanation frex.models.explanation_types.scientific_explanation frex.models.explanation_types.simulation_based_explanation frex.models.explanation_types.statistical_explanation frex.pipeline_stages frex.pipeline_stages.candidate_generators frex.pipeline_stages.candidate_generators.candidate_generator frex.pipeline_stages.filters frex.pipeline_stages.filters.candidate_filterer frex.pipeline_stages.pipeline_stage frex.pipeline_stages.scorers frex.pipeline_stages.scorers.candidate_bool_scorer frex.pipeline_stages.scorers.candidate_ranker frex.pipeline_stages.scorers.candidate_scorer frex.pipelines frex.pipelines.pipeline frex.services frex.services.domain_kg_query_service frex.services.exceptions frex.services.exceptions.malformed_content_exception frex.services.exceptions.not_found_exception frex.stores frex.stores.local_graph frex.stores.remote_graph frex.stores.request_result_cache frex.stores.result_cache frex.stores.sparql_queryable frex.utils frex.utils.class_generator frex.utils.common frex.utils.constraint_solver frex.utils.vector_similarity_utils

N

NEQ() (frex.models.constraints.constraint_type.ConstraintType static method)

NotFoundException

O

overall_attribute_values (frex.models.constraints.constraint_solution.ConstraintSolution attribute)

overall_score (frex.models.constraints.constraint_solution.ConstraintSolution attribute)

P

Pipeline (class in frex.pipelines.pipeline)

PipelineStage (class in frex.pipeline_stages.pipeline_stage) populate_template() (frex.utils.class_generator.ClassGenerator method)

Q

query() (frex.stores.local_graph.LocalGraph method) (frex.stores.remote_graph.RemoteGraph method) (frex.stores.request_result_cache.RequestResultCache method) (frex.stores.sparql_queryable.SparqlQueryable method)

R

RemoteGraph (class in frex.stores.remote_graph) RequestResultCache (class in frex.stores.request_result_cache)

ResultCache (class in frex.stores.result_cache) rgetattr() (in module frex.utils.common) root_uri (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy attribute)

S

schema() (frex.models.candidate.Candidate class method) (frex.models.constraints.constraint_solution.ConstraintSolution class method) (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection class method) (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet class method) (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy class method) (frex.models.domain_object.DomainObject class method) (frex.models.explanation.Explanation class method) (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation class method) (frex.models.explanation_types.contextual_explanation.ContextualExplanation class method) (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation class method) (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation class method) (frex.models.explanation_types.scientific_explanation.ScientificExplanation class method) (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation class method) (frex.models.explanation_types.statistical_explanation.StatisticalExplanation class method) ScientificExplanation (class in frex.models.explanation_types.scientific_explanation) score() (frex.pipeline_stages.scorers.candidate_bool_scorer.CandidateBoolScorer method) (frex.pipeline_stages.scorers.candidate_scorer.CandidateScorer method) section_a_uri (frex.models.constraints.section_assignment_constraint.SectionAssignmentConstraint attribute) section_attribute_values (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection attribute) section_b_uri (frex.models.constraints.section_assignment_constraint.SectionAssignmentConstraint attribute)

section_candidates (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection attribute) section_object (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection attribute) section_score (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection attribute) SectionAssignmentConstraint (class in frex.models.constraints.section_assignment_constraint) SectionConstraintHierarchy (class in frex.models.constraints.section_constraint_hierarchy) sections (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet attribute) SectionSetConstraint (class in frex.models.constraints.section_set_constraint) set_candidates() (frex.utils.constraint_solver.ConstraintSolver method) set_section_assignment_filter() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) set_section_set_constraints() (frex.utils.constraint_solver.ConstraintSolver method) set_sections() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) setup_section_constraints() (frex.models.constraints.section_set_constraint.SectionSetConstraint method) simulation_inputs (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation attribute) simulation_result (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation attribute) SimulationBasedExplanation (class in frex.models.explanation_types.simulation_based_explanation) solution_section_sets (frex.models.constraints.constraint_solution.ConstraintSolution attribute) solve() (frex.utils.constraint_solver.ConstraintSolver method) SparqlQueryable (class in frex.stores.sparql_queryable) sparse_l2_norm() (frex.utils.vector_similarity_utils.VectorSimilarityUtils static method) StatisticalExplanation (class in frex.models.explanation_types.statistical_explanation)

T

to_dict() (frex.models.candidate.Candidate method) (frex.models.constraints.constraint_solution.ConstraintSolution method) (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection method) (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet method) (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy method) (frex.models.domain_object.DomainObject method) (frex.models.explanation.Explanation method) (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation method) (frex.models.explanation_types.contextual_explanation.ContextualExplanation method) (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation method) (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation method) (frex.models.explanation_types.scientific_explanation.ScientificExplanation method) (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation method) (frex.models.explanation_types.statistical_explanation.StatisticalExplanation method) to_json() (frex.models.candidate.Candidate method) (frex.models.constraints.constraint_solution.ConstraintSolution method) (frex.models.constraints.constraint_solution_section.ConstraintSolutionSection method) (frex.models.constraints.constraint_solution_section_set.ConstraintSolutionSectionSet method) (frex.models.constraints.section_constraint_hierarchy.SectionConstraintHierarchy method) (frex.models.domain_object.DomainObject method) (frex.models.explanation.Explanation method) (frex.models.explanation_types.case_based_explanation.CaseBasedExplanation method) (frex.models.explanation_types.contextual_explanation.ContextualExplanation method) (frex.models.explanation_types.contrastive_explanation.ContrastiveExplanation method) (frex.models.explanation_types.counterfactual_explanation.CounterfactualExplanation method) (frex.models.explanation_types.scientific_explanation.ScientificExplanation method) (frex.models.explanation_types.simulation_based_explanation.SimulationBasedExplanation method) (frex.models.explanation_types.statistical_explanation.StatisticalExplanation method)

to_snake_case() (frex.utils.class_generator.ClassGenerator method) total_score (frex.models.candidate.Candidate property)

U

uri (frex.models.domain_object.DomainObject attribute) (frex.services.exceptions.malformed_content_exception.MalformedContentException property) (frex.services.exceptions.not_found_exception.NotFoundException property)

V

VectorSimilarityUtils (class in frex.utils.vector_similarity_utils)