Index

_

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

A

AbstractPS (class in fcapy.mvcontext.pattern_structure) add() (fcapy.lattice.ConceptLattice method) 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) all() (fcapy.context.BinTable method), [1] all_subconcepts_dict (fcapy.lattice.ConceptLattice property) all_superconcepts_dict (fcapy.lattice.ConceptLattice property)

any() (fcapy.context.BinTable method), [1] arrow_down() (fcapy.context.BinTable method), [1] arrow_up() (fcapy.context.BinTable method), [1] 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

BinTable (class in fcapy.context) bottom_concept (fcapy.lattice.ConceptLattice property)

bottom_concept_i (fcapy.lattice.ConceptLattice property) bottom_element (fcapy.lattice.ConceptLattice property) bottom_elements (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) concepts_leq_func() (fcapy.lattice.ConceptLattice static method) 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.BinTable property) (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) direct_sub_elements() (fcapy.lattice.ConceptLattice method) direct_sub_elements_dict (fcapy.lattice.ConceptLattice property) direct_super_elements() (fcapy.lattice.ConceptLattice method) direct_super_elements_dict (fcapy.lattice.ConceptLattice property)

E

elements (fcapy.lattice.ConceptLattice property) 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 fill_up_caches() (fcapy.lattice.ConceptLattice method) fill_up_direct_subelements_cache() (fcapy.lattice.ConceptLattice method)

fill_up_direct_superelements_cache() (fcapy.lattice.ConceptLattice method) fill_up_leq_cache() (fcapy.lattice.ConceptLattice method) fill_up_subelements_cache() (fcapy.lattice.ConceptLattice method) fill_up_superelements_cache() (fcapy.lattice.ConceptLattice method) 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_decision_tree() (fcapy.ml.decision_lattice.DecisionLatticeRegressor class method) from_dict() (fcapy.lattice.formal_concept.FormalConcept class method) (fcapy.lattice.pattern_concept.PatternConcept class method) from_gradient_boosting() (fcapy.ml.decision_lattice.DecisionLatticeRegressor class method) from_json() (fcapy.mvcontext.pattern_structure.AbstractPS class method) (fcapy.mvcontext.pattern_structure.IntervalPS class method) from_pandas() (fcapy.context.FormalContext static method) (fcapy.mvcontext.MVContext static method) (in module fcapy.context.converters) from_random_forest() (fcapy.ml.decision_lattice.DecisionLatticeRegressor class method) from_xgboost() (fcapy.ml.decision_lattice.DecisionLatticeRegressor class method)

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_kwargs_used() (in module fcapy.utils.utils) get_minimal_generators() (fcapy.context.FormalContext method) (fcapy.mvcontext.MVContext method) get_top_bottom_concepts_i() (fcapy.lattice.ConceptLattice static method)

H

hash_fixed() (fcapy.context.FormalContext method) (fcapy.mvcontext.MVContext method)

height (fcapy.context.BinTable property)

I

index() (fcapy.lattice.ConceptLattice method) infimum() (fcapy.lattice.ConceptLattice method) 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) intersect_descriptions() (fcapy.mvcontext.pattern_structure.AbstractPS static method) (fcapy.mvcontext.pattern_structure.IntervalPS static method) IntervalPS (class in fcapy.mvcontext.pattern_structure)

J

join_elements() (fcapy.lattice.ConceptLattice method)

L

lattice (fcapy.ml.decision_lattice.DecisionLatticeClassifier property) (fcapy.ml.decision_lattice.DecisionLatticePredictor property) (fcapy.ml.decision_lattice.DecisionLatticeRegressor property) leq_descriptions() (fcapy.mvcontext.MVContext method) (fcapy.mvcontext.pattern_structure.AbstractPS class method) (fcapy.mvcontext.pattern_structure.IntervalPS class method)

leq_elements() (fcapy.lattice.ConceptLattice method) leq_func (fcapy.lattice.ConceptLattice property) lindig_algorithm() (in module fcapy.algorithms.concept_construction)

M

meet_elements() (fcapy.lattice.ConceptLattice method) 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] PredictFunctions (class in fcapy.ml.decision_lattice) print_data() (fcapy.context.FormalContext method)

R

random_forest_concepts() (in module fcapy.algorithms.concept_construction) read_csv() (fcapy.context.FormalContext static method) (fcapy.mvcontext.MVContext method) (in module fcapy.context.converters) read_cxt() (fcapy.context.FormalContext static method) (in module fcapy.context.converters) read_json() (fcapy.lattice.ConceptLattice static method) (fcapy.lattice.formal_concept.FormalConcept class method) (fcapy.lattice.pattern_concept.PatternConcept class method) (fcapy.mvcontext.MVContext static method) (in module fcapy.context.converters)

remove() (fcapy.lattice.ConceptLattice method) remove_concept() (fcapy.lattice.ConceptLattice method) (in module fcapy.algorithms.lattice_construction)

S

safe_tqdm() (in module fcapy.utils.utils) shap_values() (fcapy.ml.decision_lattice.DecisionLatticeClassifier method) (fcapy.ml.decision_lattice.DecisionLatticePredictor method) (fcapy.ml.decision_lattice.DecisionLatticeRegressor method) shape (fcapy.context.BinTable property) slice_list() (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) sub_elements() (fcapy.lattice.ConceptLattice method) sub_elements_dict (fcapy.lattice.ConceptLattice property) subconcepts_dict (fcapy.lattice.ConceptLattice property) sum() (fcapy.context.BinTable method), [1] super_elements() (fcapy.lattice.ConceptLattice method) super_elements_dict (fcapy.lattice.ConceptLattice property) superconcepts_dict (fcapy.lattice.ConceptLattice property) support (fcapy.lattice.formal_concept.FormalConcept property) (fcapy.lattice.pattern_concept.PatternConcept property) supremum() (fcapy.lattice.ConceptLattice method)

T

target (fcapy.context.FormalContext property) (fcapy.mvcontext.MVContext property) target_entropy() (in module fcapy.lattice.concept_measures) to_dict() (fcapy.lattice.formal_concept.FormalConcept method) (fcapy.lattice.pattern_concept.PatternConcept method) to_json() (fcapy.mvcontext.pattern_structure.AbstractPS class method) (fcapy.mvcontext.pattern_structure.IntervalPS class method) to_list() (fcapy.context.BinTable method) to_networkx() (fcapy.lattice.ConceptLattice 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) top_element (fcapy.lattice.ConceptLattice property) top_elements (fcapy.lattice.ConceptLattice property) trace_context() (fcapy.lattice.ConceptLattice method) trace_element() (fcapy.lattice.ConceptLattice method)

U

unite_descriptions() (fcapy.mvcontext.pattern_structure.AbstractPS static method) (fcapy.mvcontext.pattern_structure.IntervalPS static method)

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

W

width (fcapy.context.BinTable property) write_csv() (fcapy.context.FormalContext method), [1] (in module fcapy.context.converters) write_cxt() (fcapy.context.FormalContext method), [1] (in module fcapy.context.converters)

write_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) (in module fcapy.context.converters)