Index

_

__init__() (fcapy.context.FormalContext method) (fcapy.lattice.ConceptLattice method) (fcapy.mvcontext.MVContext method) (fcapy.visualizer.Visualizer method)

A

AbstractPS (class in fcapy.mvcontext.pattern_structure) add_concept() (fcapy.lattice.ConceptLattice method) (in module fcapy.algorithms.lattice_construction) algo_params() (fcapy.ml.decision_lattice.DecisionLatticeClassifier property) (fcapy.ml.decision_lattice.DecisionLatticePredictor property) (fcapy.ml.decision_lattice.DecisionLatticeRegressor property)

assemble_pattern_structures() (fcapy.mvcontext.MVContext method) attribute_names() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) average_concepts_class_probabilities() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) average_concepts_predictions() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) (fcapy.ml.decision_lattice.DecisionLatticePredictor method) (fcapy.ml.decision_lattice.DecisionLatticeRegressor method)

B

bottom_concept() (fcapy.lattice.ConceptLattice property)

bottom_concept_i() (fcapy.lattice.ConceptLattice property)

C

calc_concept_prediction_metrics() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) (fcapy.ml.decision_lattice.DecisionLatticePredictor method) (fcapy.ml.decision_lattice.DecisionLatticeRegressor method) calc_concepts_measures() (fcapy.lattice.ConceptLattice method) class_names() (fcapy.ml.decision_lattice.DecisionLatticeClassifier property) close_by_one() (in module fcapy.algorithms.concept_construction) complete_comparison() (in module fcapy.algorithms.lattice_construction) compute_generators() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) (fcapy.ml.decision_lattice.DecisionLatticePredictor method) (fcapy.ml.decision_lattice.DecisionLatticeRegressor method)

ConceptLattice (class in fcapy.lattice) concepts() (fcapy.lattice.ConceptLattice property) construct_lattice_by_spanning_tree() (in module fcapy.algorithms.lattice_construction) construct_lattice_from_spanning_tree() (in module fcapy.algorithms.lattice_construction) construct_lattice_from_spanning_tree_parallel() (in module fcapy.algorithms.lattice_construction) construct_spanning_tree() (in module fcapy.algorithms.lattice_construction) context_hash() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property)

D

data() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) (fcapy.mvcontext.pattern_structure.AbstractPS property) (fcapy.mvcontext.pattern_structure.IntervalPS property) DecisionLatticeClassifier (class in fcapy.ml.decision_lattice) DecisionLatticePredictor (class in fcapy.ml.decision_lattice)

DecisionLatticeRegressor (class in fcapy.ml.decision_lattice) description() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) description_to_generators() (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method) draw_networkx() (fcapy.visualizer.Visualizer method), [1]

E

extension() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method) extension_i() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method) (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method)

extent() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property) extent_i() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property)

F

fcapy.algorithms.concept_construction module fcapy.algorithms.lattice_construction module fcapy.context.converters module fcapy.lattice.concept_measures module fcapy.lattice.formal_concept module fcapy.lattice.pattern_concept module fcapy.ml.decision_lattice module fcapy.mvcontext.pattern_structure module

fcapy.utils.utils module fit() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) (fcapy.ml.decision_lattice.DecisionLatticePredictor method) (fcapy.ml.decision_lattice.DecisionLatticeRegressor method) FormalConcept (class in fcapy.lattice.formal_concept) FormalContext (class in fcapy.context) from_context() (fcapy.lattice.ConceptLattice class method) from_dict() (fcapy.lattice.formal_concept.FormalConcept class method) (fcapy.lattice.pattern_concept.PatternConcept class method) from_json() (fcapy.lattice.ConceptLattice static method) (fcapy.lattice.formal_concept.FormalConcept class method) (fcapy.lattice.pattern_concept.PatternConcept class method) from_pandas() (fcapy.context.FormalContext static method) (fcapy.mvcontext.MVContext static method) (in module fcapy.context.converters)

G

generators_by_intent_difference() (fcapy.mvcontext.MVContext method) (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method) generators_to_description() (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method) get_all_subconcepts_dict() (fcapy.lattice.ConceptLattice class method) get_all_superconcepts_dict() (fcapy.lattice.ConceptLattice class method) get_chains() (fcapy.lattice.ConceptLattice method) get_concept_new_extent() (fcapy.lattice.ConceptLattice method)

get_concept_new_extent_i() (fcapy.lattice.ConceptLattice method) get_concept_new_intent() (fcapy.lattice.ConceptLattice method) get_concept_new_intent_i() (fcapy.lattice.ConceptLattice method) get_conditional_generators_dict() (fcapy.lattice.ConceptLattice method) get_minimal_generators() (fcapy.context.FormalContext method) (fcapy.mvcontext.MVContext method) get_nodes_position() (fcapy.visualizer.Visualizer method), [1] get_plotly_figure() (fcapy.visualizer.Visualizer method), [1] get_top_bottom_concepts_i() (fcapy.lattice.ConceptLattice static method)

I

intent() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property) intent_i() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property) intention() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method)

intention_i() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method) (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method) IntervalPS (class in fcapy.mvcontext.pattern_structure)

L

lattice() (fcapy.ml.decision_lattice.DecisionLatticeClassifier property) (fcapy.ml.decision_lattice.DecisionLatticePredictor property) (fcapy.ml.decision_lattice.DecisionLatticeRegressor property)

M

module fcapy.algorithms.concept_construction fcapy.algorithms.lattice_construction fcapy.context.converters fcapy.lattice.concept_measures fcapy.lattice.formal_concept fcapy.lattice.pattern_concept fcapy.ml.decision_lattice fcapy.mvcontext.pattern_structure fcapy.utils.utils

MVContext (class in fcapy.mvcontext)

N

n_attributes() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) n_objects() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property)

name() (fcapy.mvcontext.pattern_structure.AbstractPS property) (fcapy.mvcontext.pattern_structure.IntervalPS property)

O

object_names() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property)

P

parse_decision_tree_to_extents() (in module fcapy.algorithms.concept_construction) pattern_structures() (fcapy.mvcontext.MVContext property) pattern_types() (fcapy.lattice.pattern_concept.PatternConcept property) (fcapy.mvcontext.MVContext property) PatternConcept (class in fcapy.lattice.pattern_concept)

powerset() (in module fcapy.utils.utils) predict() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method), [1] (fcapy.ml.decision_lattice.DecisionLatticePredictor method), [1] (fcapy.ml.decision_lattice.DecisionLatticeRegressor method), [1] predict_proba() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method), [1] print_data() (fcapy.context.FormalContext method)

R

random_forest_concepts() (in module fcapy.algorithms.concept_construction) read_csv() (in module fcapy.context.converters) read_cxt() (in module fcapy.context.converters)

read_json() (in module fcapy.context.converters) remove_concept() (fcapy.lattice.ConceptLattice method) (in module fcapy.algorithms.lattice_construction)

S

safe_tqdm() (in module fcapy.utils.utils) sofia_binary() (in module fcapy.algorithms.concept_construction) sofia_general() (in module fcapy.algorithms.concept_construction) sort_concepts() (fcapy.lattice.ConceptLattice static method) sparse_unique_columns() (in module fcapy.utils.utils)

stability() (in module fcapy.lattice.concept_measures) stability_bounds() (in module fcapy.lattice.concept_measures) subconcepts_dict() (fcapy.lattice.ConceptLattice property) superconcepts_dict() (fcapy.lattice.ConceptLattice property) support() (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property)

T

target() (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) to_csv() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method) to_cxt() (fcapy.context.FormalContext method), [1] to_dict() (fcapy.lattice.formal_concept.FormalConcept method) (fcapy.lattice.pattern_concept.PatternConcept method) to_json() (fcapy.context.FormalContext method), [1] (fcapy.lattice.ConceptLattice method) (fcapy.lattice.formal_concept.FormalConcept method) (fcapy.lattice.pattern_concept.PatternConcept method) (fcapy.mvcontext.MVContext method)

to_numeric() (fcapy.context.FormalContext method) (fcapy.mvcontext.MVContext method) (fcapy.mvcontext.pattern_structure.AbstractPS method) (fcapy.mvcontext.pattern_structure.IntervalPS method) to_pandas() (fcapy.context.FormalContext method), [1] (fcapy.mvcontext.MVContext method) (in module fcapy.context.converters) top_concept() (fcapy.lattice.ConceptLattice property) top_concept_i() (fcapy.lattice.ConceptLattice property) trace_context() (fcapy.lattice.ConceptLattice method) transpose_hierarchy() (fcapy.lattice.ConceptLattice static method)

U

use_generators() (fcapy.ml.decision_lattice.DecisionLatticeClassifier property) (fcapy.ml.decision_lattice.DecisionLatticePredictor property) (fcapy.ml.decision_lattice.DecisionLatticeRegressor property)

V

Visualizer (class in fcapy.visualizer), [1]

W

write_csv() (in module fcapy.context.converters)

write_cxt() (in module fcapy.context.converters) write_json() (in module fcapy.context.converters)