Index

_

__eq__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __ge__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __gt__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __hash__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __le__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __lt__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __ne__() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method), [1] (IntSolution method) (IntVector method) (Solution method), [1], [2], [3] __repr__() (EffectSize method) (ResultsComparison method) (TestOutcome method) __setitem__() (Results method) (ResultsAnalyzer method) __str__() (Ant method), [1] (BinarySolution method) (BitVector method) (EffectSize method) (Individual method) (IntSolution method) (IntVector method) (ResultsComparison method) (Solution method), [1], [2] (TestOutcome method) _add_best() (Experiment method) _add_execution_metric() (Experiment method) _add_execution_metrics_stats() (Batch method) _add_feature_metrics() (Experiment method) _add_feature_metrics_stats() (Batch method) _add_fitness() (Experiment method) _add_fitness_stats() (Batch method) (Experiment method) _add_training_stats() (Experiment method) _ant_choice_info() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _append_data() (Batch method) _calculate_choice_info() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _decrease_pheromone() (AgeBasedPACO method) (AntSystem method) (ElitistAntSystem method) (MMAS method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleObjPACO method) _default_checkpoint_activation (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) _default_checkpoint_filename (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) _default_checkpoint_freq (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) _default_classifier (Accuracy property), [1] (ClassificationScorer property) (FSClassificationScorer property) (KappaIndex property), [1] (RBFSVCScorer property) _default_col_size (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) _default_convergence_check_freq (ElitistAntSystem property) (MMAS property) (ReseteablePheromoneBasedACO property) _default_crossover_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_crossover_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_crossover_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_crossover_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_cv_folds (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) _default_discard_prob (ACOFS property) (ElitistACOFS property) (PACOFS property) _default_elite_size (ElitistEA property) _default_elite_weight (ElitistAntSystem property) _default_exploitation_prob (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) _default_gene_ind_mutation_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_gene_ind_mutation_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_heuristic (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) _default_heuristic_influence (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) _default_index (Accuracy property), [1], [2] (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (C property) (ClassificationScorer property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DatasetScorer property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (FeatsProportion property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (KappaIndex property), [1], [2] (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (NumFeats property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (RBFSVCScorer property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjectiveFitnessFunction property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (SVCScorer property) (Trainer property) _default_initial_pheromone (ACOFS property) (ElitistACOFS property) (PACOFS property) _default_iter_best_use_limit (MMAS property) _default_max_num_iters (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) _default_mutation_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_mutation_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_mutation_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_mutation_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_nsga3_reference_points_p (NSGA property) _default_num_experiments (Batch property) _default_num_subtrainers (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_pheromone_evaporation_rate (AntSystem property) (ElitistAntSystem property) (MMAS property) (PheromoneBasedACO property) (ReseteablePheromoneBasedACO property) _default_pheromone_influence (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) _default_pop_size (AgeBasedPACO property) (CPACO property) (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (QualityBasedPACO property) (SimpleEA property) (SingleObjPACO property) (SinglePopEA property) _default_pop_sizes (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_representation_freq (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_representation_selection_func (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_representation_selection_func_params (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_representation_size (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_representation_topology_func (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_representation_topology_func_params (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _default_results_base_filename (Batch property) (Evaluation property) (Experiment property) _default_selection_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_selection_func_params (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) _default_selection_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_selection_funcs_params (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) _default_similarity_threshold (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) _default_termination_func() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _default_verbosity (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) _deposit_pheromone() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _do_iteration() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _do_iteration_stats() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _do_test() (Experiment method) _do_training() (Experiment method) _evaluate_kfcv() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _evaluate_pop() (ElitistEA method) (NSGA method) (SimpleEA method) (SinglePopEA method) _evaluate_train_test() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _execute() (Batch method) (Evaluation method) (Experiment method) _final_training_test_data() (Accuracy method), [1], [2] (ClassificationScorer method) (DatasetScorer method) (FSClassificationScorer method) (FSDatasetScorer method) (KappaIndex method), [1], [2] (RBFSVCScorer method) _find_best_lexicographically() (Experiment method) _finish_iteration() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method)

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(SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _generate_ant() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _generate_col() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _generate_initial_pop() (ElitistEA method) (NSGA method) 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(MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _next_choice() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _pheromone_amount() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _postprocess_iteration() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA 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(HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _reset_state() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA 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(ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _set_cooperative_fitness() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO 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method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _setup() (Ant method), [1] (BinarySolution method) (BitVector method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2] _should_reset_pheromone() (ElitistAntSystem method) (MMAS method) (ReseteablePheromoneBasedACO method) _start_iteration() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _subtrainer_suffixes (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) _termination_criterion() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) _update_elite() (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MMAS method) (PACOMO method) (ReseteablePheromoneBasedACO method) _update_pheromone() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CPACO method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (MaxPheromonePACO method) (MMAS method) (PACO method) (PACOFS method) (PACOMO method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) _update_pop() (AgeBasedPACO method) (CPACO method) (MaxPheromonePACO method) (PACO method) (PACOFS method) (PACOMO method) (QualityBasedPACO method) (SingleObjPACO method) _worst_score (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property)

A

Accuracy (class in culebra.fitness_function.dataset_score) (class in culebra.fitness_function.feature_selection) (class in culebra.fitness_function.svc_optimization) ACOFS (class in culebra.trainer.aco.abc) ACOFSConvergenceDetector (class in culebra.trainer.aco) ACOTSP (class in culebra.trainer.aco.abc) AgeBasedPACO (class in culebra.trainer.aco)

alpha (TestOutcome attribute) Ant (class in culebra.solution.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.tsp) AntSystem (class in culebra.trainer.aco) append() (Ant method), [1], [2] append_random_features() (Dataset method)

B

banned_nodes (Species property) Base (class in culebra.abc) Batch (class in culebra.tools) batches (EffectSize attribute) (TestOutcome attribute) best_representatives (Experiment property) best_representatives() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method)

best_solutions (Experiment property) best_solutions() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) BinarySolution (class in culebra.solution.feature_selection) BitVector (class in culebra.solution.feature_selection)

C

C (class in culebra.fitness_function.svc_optimization) check_bool() (in module culebra.checker) check_filename() (in module culebra.checker) check_float() (in module culebra.checker) check_func() (in module culebra.checker) check_func_params() (in module culebra.checker) check_instance() (in module culebra.checker) check_int() (in module culebra.checker) check_limits() (in module culebra.checker) check_matrix() (in module culebra.checker) check_sequence() (in module culebra.checker) check_str() (in module culebra.checker) check_subclass() (in module culebra.checker) checkpoint_activation (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) checkpoint_filename (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) checkpoint_freq (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) choice_info (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) ClassificationScorer (class in culebra.fitness_function.dataset_score.abc) classifier (Accuracy property), [1] (ClassificationScorer property) (FSClassificationScorer property) (KappaIndex property), [1] (RBFSVCScorer property) col (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) col_size (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) column (EffectSize attribute) (TestOutcome attribute) compare() (ResultsAnalyzer method) construct_solutions() (FSSVCScorer method) container (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property)

convergence_check_freq (MMAS property) (ReseteablePheromoneBasedACO property) CooperativeEA (class in culebra.trainer.ea.abc) CooperativeTrainer (class in culebra.trainer.abc) CPACO (class in culebra.trainer.aco) crossover() (BitVector method) (Individual method), [1] (IntVector method) crossover1p() (BitVector method) crossover2p() (BitVector method) crossover_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) crossover_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) crossover_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) crossover_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) culebra module culebra.abc module culebra.checker module culebra.fitness_function module culebra.fitness_function.abc module culebra.fitness_function.cooperative module culebra.fitness_function.dataset_score module culebra.fitness_function.dataset_score.abc module culebra.fitness_function.feature_selection module culebra.fitness_function.feature_selection.abc module culebra.fitness_function.svc_optimization module culebra.fitness_function.svc_optimization.abc module culebra.fitness_function.tsp module culebra.fitness_function.tsp.abc module culebra.solution module culebra.solution.abc module culebra.solution.feature_selection module culebra.solution.parameter_optimization module culebra.solution.tsp module culebra.tools module culebra.trainer module culebra.trainer.abc module culebra.trainer.aco module culebra.trainer.aco.abc module culebra.trainer.ea module culebra.trainer.ea.abc module culebra.trainer.topology module current (Ant property), [1], [2] current_iter (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) custom_termination_func (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) cv_folds (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property)

D

data (EffectSize attribute) (TestOutcome attribute) Dataset (class in culebra.tools) DatasetScorer (class in culebra.fitness_function.dataset_score.abc) DEFAULT_ACOFS_DISCARD_PROB (in module culebra.trainer.aco) DEFAULT_ACOFS_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_ACOFS_HEURISTIC_INFLUENCE (in module culebra.trainer.aco) DEFAULT_ACOFS_INITIAL_PHEROMONE (in module culebra.trainer.aco) DEFAULT_ALPHA (in module culebra.tools) DEFAULT_AS_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_BATCH_STATS_FUNCTIONS (in module culebra.tools) DEFAULT_CHECKPOINT_ACTIVATION (in module culebra) DEFAULT_CHECKPOINT_BASENAME (in module culebra) DEFAULT_CHECKPOINT_FILENAME (in module culebra) DEFAULT_CHECKPOINT_FREQ (in module culebra) DEFAULT_CONFIG_SCRIPT_FILENAME (in module culebra.tools) DEFAULT_CONVERGENCE_CHECK_FREQ (in module culebra.trainer.aco) DEFAULT_COOPERATIVE_REPRESENTATION_TOPOLOGY_FUNC (in module culebra.trainer) DEFAULT_COOPERATIVE_REPRESENTATION_TOPOLOGY_FUNC_PARAMS (in module culebra.trainer) DEFAULT_CROSSOVER_PROB (in module culebra.trainer.ea) DEFAULT_CV_FOLDS (in module culebra.fitness_function.dataset_score) DEFAULT_ELITE_SIZE (in module culebra.trainer.ea) DEFAULT_ELITE_WEIGHT (in module culebra.trainer.aco) DEFAULT_ETA (in module culebra.solution.parameter_optimization) DEFAULT_EXPLOITATION_PROB (in module culebra.trainer.aco) DEFAULT_FEATURE_METRIC_FUNCTIONS (in module culebra.tools) DEFAULT_GENE_IND_MUTATION_PROB (in module culebra.trainer.ea) DEFAULT_HEURISTIC_INFLUENCE (in module culebra.trainer.aco) DEFAULT_HOMOSCEDASTICITY_TEST (in module culebra.tools) DEFAULT_INDEX (in module culebra) DEFAULT_ISLANDS_REPRESENTATION_TOPOLOGY_FUNC (in module culebra.trainer) DEFAULT_ISLANDS_REPRESENTATION_TOPOLOGY_FUNC_PARAMS (in module culebra.trainer) DEFAULT_MAX_NUM_ITERS (in module culebra) DEFAULT_MMAS_ITER_BEST_USE_LIMIT (in module culebra.trainer.aco) DEFAULT_MUTATION_PROB (in module culebra.trainer.ea) DEFAULT_NORMALITY_TEST (in module culebra.tools) DEFAULT_NSGA3_REFERENCE_POINTS_P (in module culebra.trainer.ea) DEFAULT_NSGA_SELECTION_FUNC (in module culebra.trainer.ea) DEFAULT_NSGA_SELECTION_FUNC_PARAMS (in module culebra.trainer.ea) DEFAULT_NUM_EXPERIMENTS (in module culebra.tools) DEFAULT_NUM_SUBTRAINERS (in module culebra.trainer) DEFAULT_OUTLIER_PROPORTION (in module culebra.tools) DEFAULT_P_ADJUST (in module culebra.tools) DEFAULT_PARAMETER_NAME (in module culebra.solution.parameter_optimization) DEFAULT_PHEROMONE_DEPOSIT_WEIGHT (in module culebra.trainer.aco) DEFAULT_PHEROMONE_EVAPORATION_RATE (in module culebra.trainer.aco) DEFAULT_PHEROMONE_INFLUENCE (in module culebra.trainer.aco) DEFAULT_POP_SIZE (in module culebra.trainer.ea) DEFAULT_PROP (in module culebra.solution.feature_selection) DEFAULT_REPRESENTATION_FREQ (in module culebra.trainer) DEFAULT_REPRESENTATION_SELECTION_FUNC (in module culebra.trainer) DEFAULT_REPRESENTATION_SELECTION_FUNC_PARAMS (in module culebra.trainer) DEFAULT_REPRESENTATION_SIZE (in module culebra.trainer) DEFAULT_RESULTS_BASE_FILENAME (in module culebra.tools) DEFAULT_RING_OFFSET (in module culebra.trainer.topology) DEFAULT_RUN_SCRIPT_FILENAME (in module culebra.tools) DEFAULT_SELECTION_FUNC (in module culebra.trainer.ea) DEFAULT_SELECTION_FUNC_PARAMS (in module culebra.trainer.ea) DEFAULT_SEP (in module culebra.tools) DEFAULT_SIMILARITY_THRESHOLD (in module culebra) DEFAULT_SMOTE_NUM_NEIGHBORS (in module culebra.tools) DEFAULT_STATS_FUNCTIONS (in module culebra.tools) DEFAULT_VERBOSITY (in module culebra) delete_fitness() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2] discard() (Ant method), [1], [2] discard_prob (ACOFS property) (ElitistACOFS property) (PACOFS property) discarded (Ant property), [1], [2] distance (PathLength property) DistributedTrainer (class in culebra.trainer.abc) dominates() (Ant method), [1], [2] (BinarySolution method) (BitVector method) (Fitness method) (Individual method) (IntSolution method) (IntVector method) (Solution method), [1], [2]

drop_missing() (Dataset method) dump() (Accuracy method), [1], [2] (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (Ant method), [1], [2] (AntSystem method) (Base method) (Batch method) (BinarySolution method) (BitVector method) (C method) (ClassificationScorer method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (Dataset method) (DatasetScorer method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (Evaluation method) (Experiment method) (FeatsProportion method) (Fitness method) (FitnessFunction method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (FSSVCScorer method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (Individual method), [1] (IntSolution method) (IntVector method) (IslandsEA method) (IslandsTrainer method) (KappaIndex method), [1], [2] (MaxPheromonePACO method) (MMAS method) (MultiObjectiveFitnessFunction method) (MultiObjectivePathLength method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (NumFeats method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PathLength method) (PheromoneBasedACO method) (QualityBasedPACO method) (RBFSVCScorer method) (ReseteablePheromoneBasedACO method) (Results method) (ResultsAnalyzer method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjectiveFitnessFunction method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Solution method), [1], [2], [3] (Species method), [1], [2], [3] (SVCScorer method) (Trainer method) (TSPFitnessFunction method)

E

effect_size() (ResultsAnalyzer method) EffectSize (class in culebra.tools) elite_size (ElitistEA property) elite_weight (ElitistAntSystem property) ElitistACO (class in culebra.trainer.aco.abc) ElitistACOFS (class in culebra.trainer.aco) ElitistAntSystem (class in culebra.trainer.aco) ElitistEA (class in culebra.trainer.ea) eta (Individual attribute) evaluate() (Accuracy method), [1], [2] (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (C method) (ClassificationScorer method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DatasetScorer method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (FeatsProportion method) (FitnessFunction method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (FSSVCScorer method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (KappaIndex method), [1], [2] (MaxPheromonePACO method) (MMAS method) (MultiObjectiveFitnessFunction method) (MultiObjectivePathLength method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (NumFeats method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PathLength method) (PheromoneBasedACO method) (QualityBasedPACO method) (RBFSVCScorer method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjectiveFitnessFunction method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (SVCScorer method) (Trainer method) (TSPFitnessFunction method)

Evaluation (class in culebra.tools) EXCEL_FILE_EXTENSION (in module culebra.tools) excel_results_filename (Batch property) (Evaluation property) (Experiment property) Experiment (class in culebra.tools) experiment_basename (Batch property) experiment_labels (Batch property) exploitation_prob (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property)

F

FeatsProportion (class in culebra.fitness_function.feature_selection) feature_metric_functions (Batch attribute) (Evaluation attribute) (Experiment attribute) features (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) fitness (Ant property), [1], [2] (BinarySolution property) (BitVector property) Fitness (class in culebra.abc) fitness (Individual property), [1] (IntSolution property) (IntVector property) (Solution property), [1], [2], [3] fitness_cls (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) fitness_function (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property)

FitnessFunction (class in culebra.abc) from_config() (Batch class method) (Evaluation class method) (Experiment class method) from_csv_files() (Results class method) from_path() (PathLength class method) from_proportion() (Species class method) from_tsplib() (PathLength class method) FSClassificationScorer (class in culebra.fitness_function.feature_selection.abc) FSDatasetScorer (class in culebra.fitness_function.feature_selection.abc) FSScorer (class in culebra.fitness_function.feature_selection.abc) FSSVCScorer (class in culebra.fitness_function.cooperative) full_connected_destinations() (in module culebra.trainer.topology)

G

gene_ind_mutation_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) gene_ind_mutation_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property)

generate_run_script() (Batch class method) (Evaluation class method) (Experiment class method) get() (Individual method) (Solution method) global_comparison (ResultsComparison attribute) greedy_solution() (PathLength method)

H

has_converged() (ACOFSConvergenceDetector method) HeterogeneousEA (class in culebra.trainer.ea.abc) HeterogeneousIslandsEA (class in culebra.trainer.ea.abc) HeterogeneousParallelIslandsEA (class in culebra.trainer.ea) HeterogeneousSequentialIslandsEA (class in culebra.trainer.ea) heuristic (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (MultiObjectivePathLength property) (PACO property) (PACOFS property) (PACOMO property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (TSPFitnessFunction property) heuristic_influence (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property)

heuristic_shapes (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) HomogeneousEA (class in culebra.trainer.ea.abc) HomogeneousIslandsEA (class in culebra.trainer.ea.abc) HomogeneousParallelIslandsEA (class in culebra.trainer.ea) HomogeneousSequentialIslandsEA (class in culebra.trainer.ea) homoscedasticity (ResultsComparison attribute) homoscedasticity_test() (ResultsAnalyzer method) hyperparameters (Batch property) (Evaluation property) (Experiment property)

I

index (Accuracy property), [1], [2] (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (C property) (ClassificationScorer property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DatasetScorer property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (FeatsProportion property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (KappaIndex property), [1], [2] (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (NumFeats property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PathLength property) (PheromoneBasedACO property) (QualityBasedPACO property) (RBFSVCScorer property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjectiveFitnessFunction property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (SVCScorer property) (Trainer property)

Individual (class in culebra.solution.abc) (class in culebra.solution.parameter_optimization) initial_pheromone (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) inputs (Dataset property) IntSolution (class in culebra.solution.feature_selection) IntVector (class in culebra.solution.feature_selection) is_banned() (Species method) is_evaluable() (Accuracy method), [1], [2] (C method) (ClassificationScorer method) (DatasetScorer method) (FeatsProportion method) (FSClassificationScorer method) (FSDatasetScorer method) (FSScorer method) (KappaIndex method), [1], [2] (NumFeats method) (PathLength method) (RBFSVCScorer method) (SingleObjectiveFitnessFunction method) (SVCScorer method) is_feasible() (Species method) is_member() (Species method), [1], [2], [3] is_valid (Fitness property) IslandsEA (class in culebra.trainer.ea.abc) IslandsTrainer (class in culebra.trainer.abc) iter_best_use_limit (MMAS property)

K

KappaIndex (class in culebra.fitness_function.dataset_score) (class in culebra.fitness_function.feature_selection) (class in culebra.fitness_function.svc_optimization)

L

load() (Accuracy class method), [1], [2] (ACOFS class method) (ACOTSP class method) (AgeBasedPACO class method) (Ant class method), [1], [2] (AntSystem class method) (Base class method) (Batch class method) (BinarySolution class method) (BitVector class method) (C class method) (ClassificationScorer class method) (CooperativeEA class method) (CooperativeTrainer class method) (CPACO class method) (Dataset class method) (DatasetScorer class method) (DistributedTrainer class method) (ElitistACO class method) (ElitistACOFS class method) (ElitistAntSystem class method) (ElitistEA class method) (Evaluation class method) (Experiment class method) (FeatsProportion class method) (Fitness class method) (FitnessFunction class method) (FSClassificationScorer class method) (FSDatasetScorer class method) (FSScorer class method) (FSSVCScorer class method) (HeterogeneousEA class method) (HeterogeneousIslandsEA class method) (HeterogeneousParallelIslandsEA class method) (HeterogeneousSequentialIslandsEA class method) (HomogeneousEA class method) (HomogeneousIslandsEA class method) (HomogeneousParallelIslandsEA class method) (HomogeneousSequentialIslandsEA class method) (Individual class method), [1] (IntSolution class method) (IntVector class method) (IslandsEA class method) (IslandsTrainer class method) (KappaIndex class method), [1], [2] (MaxPheromonePACO class method) (MMAS class method) (MultiObjectiveFitnessFunction class method) (MultiObjectivePathLength class method) (MultiPopEA class method) (MultiSpeciesTrainer class method) (NSGA class method) (NumFeats class method) (PACO class method) (PACOFS class method) (PACOMO class method) (ParallelCooperativeEA class method) (ParallelDistributedTrainer class method) (PathLength class method) (PheromoneBasedACO class method) (QualityBasedPACO class method) (RBFSVCScorer class method) (ReseteablePheromoneBasedACO class method) (Results class method) (ResultsAnalyzer class method) (SequentialCooperativeEA class method) (SequentialDistributedTrainer class method) (SimpleEA class method) (SingleColACO class method) (SingleObjACO class method) (SingleObjectiveFitnessFunction class method) (SingleObjPACO class method) (SinglePopEA class method) (SingleSpeciesTrainer class method) (Solution class method), [1], [2], [3] (Species class method), [1], [2], [3] (SVCScorer class method) (Trainer class method) (TSPFitnessFunction class method)

load_from_uci() (Dataset class method) logbook (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) lower_bounds (Species property)

M

max_feat (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) (Species property) max_num_iters (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) max_pheromone (AgeBasedPACO property) (MaxPheromonePACO property) (PACOMO property) (QualityBasedPACO property) (SingleObjPACO property) MAX_PROP (in module culebra.solution.feature_selection) max_size (Species property) MaxPheromonePACO (class in culebra.trainer.aco.abc) Metrics (class in culebra.solution.feature_selection) min_feat (Ant property) (BinarySolution property) (BitVector property) (IntSolution property) (IntVector property) (Solution property) (Species property)

min_size (Species property) MMAS (class in culebra.trainer.aco) module culebra culebra.abc culebra.checker culebra.fitness_function culebra.fitness_function.abc culebra.fitness_function.cooperative culebra.fitness_function.dataset_score culebra.fitness_function.dataset_score.abc culebra.fitness_function.feature_selection culebra.fitness_function.feature_selection.abc culebra.fitness_function.svc_optimization culebra.fitness_function.svc_optimization.abc culebra.fitness_function.tsp culebra.fitness_function.tsp.abc culebra.solution culebra.solution.abc culebra.solution.feature_selection culebra.solution.parameter_optimization culebra.solution.tsp culebra.tools culebra.trainer culebra.trainer.abc culebra.trainer.aco culebra.trainer.aco.abc culebra.trainer.ea culebra.trainer.ea.abc culebra.trainer.topology MultiObjectiveFitnessFunction (class in culebra.fitness_function) MultiObjectivePathLength (class in culebra.fitness_function.tsp) multiple_rank() (ResultsAnalyzer method) MultiPopEA (class in culebra.trainer.ea.abc) MultiSpeciesTrainer (class in culebra.trainer.abc) mutate() (BitVector method) (Individual method), [1] (IntVector method) mutation_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) mutation_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) mutation_prob (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) mutation_probs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property)

N

named_values_cls (Individual property) (Solution property) names (Fitness attribute) (Species property) non_parametric_pairwise_test() (ResultsAnalyzer method) non_parametric_test() (ResultsAnalyzer method) normality (ResultsComparison attribute) normality_test() (ResultsAnalyzer method) normalize() (Dataset method) NSGA (class in culebra.trainer.ea) nsga3_reference_points (NSGA property) nsga3_reference_points_p (NSGA property) nsga3_reference_points_scaling (NSGA property) num_evals (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) num_experiments (Batch property) num_feats (Ant property) (BinarySolution property) (BitVector property) (Dataset property) (IntSolution property) (IntVector property) (Solution property) (Species property) num_heuristic_matrices (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property)

num_nodes (MultiObjectivePathLength property) (PathLength property) (Species property) (TSPFitnessFunction property) num_obj (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (Fitness property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) num_params (Species property) num_pheromone_matrices (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) num_subtrainers (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) NumFeats (class in culebra.fitness_function.feature_selection)

O

obj_names (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) obj_thresholds (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property) obj_weights (Accuracy property), [1], [2] (C property) (ClassificationScorer property) (DatasetScorer property) (FeatsProportion property) (FitnessFunction property) (FSClassificationScorer property) (FSDatasetScorer property) (FSScorer property) (FSSVCScorer property) (KappaIndex property), [1], [2] (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) (NumFeats property) (PathLength property) (RBFSVCScorer property) (SingleObjectiveFitnessFunction property) (SVCScorer property) (TSPFitnessFunction property)

objective_stats (ACOFS attribute) (ACOTSP attribute) (AgeBasedPACO attribute) (AntSystem attribute) (CooperativeEA attribute) (CooperativeTrainer attribute) (CPACO attribute) (DistributedTrainer attribute) (ElitistACO attribute) (ElitistACOFS attribute) (ElitistAntSystem attribute) (ElitistEA attribute) (HeterogeneousEA attribute) (HeterogeneousIslandsEA attribute) (HeterogeneousParallelIslandsEA attribute) (HeterogeneousSequentialIslandsEA attribute) (HomogeneousEA attribute) (HomogeneousIslandsEA attribute) (HomogeneousParallelIslandsEA attribute) (HomogeneousSequentialIslandsEA attribute) (IslandsEA attribute) (IslandsTrainer attribute) (MaxPheromonePACO attribute) (MMAS attribute) (MultiPopEA attribute) (MultiSpeciesTrainer attribute) (NSGA attribute) (PACO attribute) (PACOFS attribute) (PACOMO attribute) (ParallelCooperativeEA attribute) (ParallelDistributedTrainer attribute) (PheromoneBasedACO attribute) (QualityBasedPACO attribute) (ReseteablePheromoneBasedACO attribute) (SequentialCooperativeEA attribute) (SequentialDistributedTrainer attribute) (SimpleEA attribute) (SingleColACO attribute) (SingleObjACO attribute) (SingleObjPACO attribute) (SinglePopEA attribute) (SingleSpeciesTrainer attribute) (Trainer attribute) objectives (FSSVCScorer property) (MultiObjectiveFitnessFunction property) (MultiObjectivePathLength property) outputs (Dataset property) oversample() (Dataset method)

P

PACO (class in culebra.trainer.aco.abc) PACOFS (class in culebra.trainer.aco) PACOMO (class in culebra.trainer.aco) pairwise_comparison (ResultsComparison attribute) ParallelCooperativeEA (class in culebra.trainer.ea) ParallelDistributedTrainer (class in culebra.trainer.abc) parametric_pairwise_test() (ResultsAnalyzer method) parametric_test() (ResultsAnalyzer method) path (Ant property), [1], [2] (Solution property) PathLength (class in culebra.fitness_function.tsp) pheromone (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) pheromone_evaporation_rate (AntSystem property) (ElitistAntSystem property) (MMAS property) (PheromoneBasedACO property) (ReseteablePheromoneBasedACO property) pheromone_influence (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) pheromone_shapes (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (MaxPheromonePACO property) (MMAS property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property)

PheromoneBasedACO (class in culebra.trainer.aco.abc) pop (AgeBasedPACO property) (CPACO property) (ElitistEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (QualityBasedPACO property) (SimpleEA property) (SingleObjPACO property) (SinglePopEA property) pop_ingoing (AgeBasedPACO property) (QualityBasedPACO property) (SingleObjPACO property) pop_outgoing (AgeBasedPACO property) (QualityBasedPACO property) (SingleObjPACO property) pop_size (AgeBasedPACO property) (CPACO property) (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (MaxPheromonePACO property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (QualityBasedPACO property) (SimpleEA property) (SingleObjPACO property) (SinglePopEA property) pop_sizes (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) pvalue (TestOutcome attribute)

Q

QualityBasedPACO (class in culebra.trainer.aco)

R

random_seed (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) rank() (Metrics static method) (ResultsAnalyzer method) RBFSVCScorer (class in culebra.fitness_function.svc_optimization.abc) receive_representatives() (CooperativeEA static method) (CooperativeTrainer static method) (DistributedTrainer static method) (HeterogeneousEA static method) (HeterogeneousIslandsEA static method) (HeterogeneousParallelIslandsEA static method) (HeterogeneousSequentialIslandsEA static method) (HomogeneousIslandsEA static method) (HomogeneousParallelIslandsEA static method) (HomogeneousSequentialIslandsEA static method) (IslandsEA static method) (IslandsTrainer static method) (MultiPopEA static method) (ParallelCooperativeEA static method) (ParallelDistributedTrainer static method) (SequentialCooperativeEA static method) (SequentialDistributedTrainer static method) relevance() (Metrics static method) remove_outliers() (Dataset method) representation_freq (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) representation_selection_func (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) representation_selection_func_params (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) representation_size (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) representation_topology_func (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) representation_topology_func_params (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property)

representatives (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property) reset() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (Batch method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (Evaluation method) (Experiment method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) ReseteablePheromoneBasedACO (class in culebra.trainer.aco.abc) results (Batch property) Results (class in culebra.tools) results (Evaluation property) (Experiment property) results_base_filename (Batch property) (Evaluation property) (Experiment property) ResultsAnalyzer (class in culebra.tools) ResultsComparison (class in culebra.tools) ring_destinations() (in module culebra.trainer.topology) run() (Batch method) (Evaluation method) (Experiment method) runtime (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property)

S

scale() (Dataset method) select_features() (Dataset method) selection_func (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) selection_func_params (ElitistEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (NSGA property) (SimpleEA property) (SinglePopEA property) selection_funcs (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) selection_funcs_params (CooperativeEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) send_representatives() (CooperativeEA static method) (CooperativeTrainer static method) (DistributedTrainer static method) (HeterogeneousEA static method) (HeterogeneousIslandsEA static method) (HeterogeneousParallelIslandsEA static method) (HeterogeneousSequentialIslandsEA static method) (HomogeneousIslandsEA static method) (HomogeneousParallelIslandsEA static method) (HomogeneousSequentialIslandsEA static method) (IslandsEA static method) (IslandsTrainer static method) (MultiPopEA static method) (ParallelCooperativeEA static method) (ParallelDistributedTrainer static method) (SequentialCooperativeEA static method) (SequentialDistributedTrainer static method) SequentialCooperativeEA (class in culebra.trainer.ea) SequentialDistributedTrainer (class in culebra.trainer.abc) SERIALIZED_FILE_EXTENSION (in module culebra) serialized_results_filename (Batch property) (Evaluation property) (Experiment property) setup() (Batch method) SimpleEA (class in culebra.trainer.ea) SingleColACO (class in culebra.trainer.aco.abc) SingleObjACO (class in culebra.trainer.aco.abc) SingleObjectiveFitnessFunction (class in culebra.fitness_function.abc) SingleObjPACO (class in culebra.trainer.aco.abc) SinglePopEA (class in culebra.trainer.ea.abc) SingleSpeciesTrainer (class in culebra.trainer.abc) size (Dataset property) Solution (class in culebra.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.parameter_optimization) (class in culebra.solution.tsp) solution_classes (CooperativeEA property) (CooperativeTrainer property) (MultiSpeciesTrainer property) (ParallelCooperativeEA property) (SequentialCooperativeEA property) solution_cls (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) species (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (Ant property), [1], [2] (AntSystem property) (BinarySolution property) (BitVector property) Species (class in culebra.abc) (class in culebra.solution.feature_selection) (class in culebra.solution.parameter_optimization) (class in culebra.solution.tsp) species (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (Individual property), [1] (IntSolution property) (IntVector property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Solution property), [1], [2], [3]

species_cls (Ant attribute), [1], [2] (BinarySolution attribute) (BitVector attribute) (Individual attribute), [1] (IntSolution attribute) (IntVector attribute) (Solution attribute), [1], [2], [3] split() (Dataset method) stats_functions (Batch attribute) (Evaluation attribute) (Experiment attribute) stats_names (ACOFS attribute) (ACOTSP attribute) (AgeBasedPACO attribute) (AntSystem attribute) (CooperativeEA attribute) (CooperativeTrainer attribute) (CPACO attribute) (DistributedTrainer attribute) (ElitistACO attribute) (ElitistACOFS attribute) (ElitistAntSystem attribute) (ElitistEA attribute) (HeterogeneousEA attribute) (HeterogeneousIslandsEA attribute) (HeterogeneousParallelIslandsEA attribute) (HeterogeneousSequentialIslandsEA attribute) (HomogeneousEA attribute) (HomogeneousIslandsEA attribute) (HomogeneousParallelIslandsEA attribute) (HomogeneousSequentialIslandsEA attribute) (IslandsEA attribute) (IslandsTrainer attribute) (MaxPheromonePACO attribute) (MMAS attribute) (MultiPopEA attribute) (MultiSpeciesTrainer attribute) (NSGA attribute) (PACO attribute) (PACOFS attribute) (PACOMO attribute) (ParallelCooperativeEA attribute) (ParallelDistributedTrainer attribute) (PheromoneBasedACO attribute) (QualityBasedPACO attribute) (ReseteablePheromoneBasedACO attribute) (SequentialCooperativeEA attribute) (SequentialDistributedTrainer attribute) (SimpleEA attribute) (SingleColACO attribute) (SingleObjACO attribute) (SingleObjPACO attribute) (SinglePopEA attribute) (SingleSpeciesTrainer attribute) (Trainer attribute) subtrainer_checkpoint_filenames (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) subtrainer_cls (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) subtrainer_params (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) subtrainers (CooperativeEA property) (CooperativeTrainer property) (DistributedTrainer property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MultiPopEA property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) success (TestOutcome property) SVCScorer (class in culebra.fitness_function.svc_optimization.abc)

T

test (EffectSize attribute) (TestOutcome attribute) test() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) test_data (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) test_fitness_function (Batch property) (Evaluation property) (Experiment property) TestOutcome (class in culebra.tools) thresholds (Fitness attribute)

to_excel() (Results method) train() (ACOFS method) (ACOTSP method) (AgeBasedPACO method) (AntSystem method) (CooperativeEA method) (CooperativeTrainer method) (CPACO method) (DistributedTrainer method) (ElitistACO method) (ElitistACOFS method) (ElitistAntSystem method) (ElitistEA method) (HeterogeneousEA method) (HeterogeneousIslandsEA method) (HeterogeneousParallelIslandsEA method) (HeterogeneousSequentialIslandsEA method) (HomogeneousEA method) (HomogeneousIslandsEA method) (HomogeneousParallelIslandsEA method) (HomogeneousSequentialIslandsEA method) (IslandsEA method) (IslandsTrainer method) (MaxPheromonePACO method) (MMAS method) (MultiPopEA method) (MultiSpeciesTrainer method) (NSGA method) (PACO method) (PACOFS method) (PACOMO method) (ParallelCooperativeEA method) (ParallelDistributedTrainer method) (PheromoneBasedACO method) (QualityBasedPACO method) (ReseteablePheromoneBasedACO method) (SequentialCooperativeEA method) (SequentialDistributedTrainer method) (SimpleEA method) (SingleColACO method) (SingleObjACO method) (SingleObjPACO method) (SinglePopEA method) (SingleSpeciesTrainer method) (Trainer method) trainer (Batch property) Trainer (class in culebra.abc) trainer (Evaluation property) (Experiment property) training_data (Accuracy property), [1], [2] (ClassificationScorer property) (DatasetScorer property) (FSClassificationScorer property) (FSDatasetScorer property) (KappaIndex property), [1], [2] (RBFSVCScorer property) TSPFitnessFunction (class in culebra.fitness_function.tsp.abc) types (Species property)

U

untie_best_fitness_function (Batch property) (Evaluation property) (Experiment property)

update_value() (Fitness method) upper_bounds (Species property)

V

value (EffectSize attribute) values (Fitness property) (Individual property) (Solution property) verbosity (ACOFS property) (ACOTSP property) (AgeBasedPACO property) (AntSystem property) (CooperativeEA property) (CooperativeTrainer property) (CPACO property) (DistributedTrainer property) (ElitistACO property) (ElitistACOFS property) (ElitistAntSystem property) (ElitistEA property) (HeterogeneousEA property) (HeterogeneousIslandsEA property) (HeterogeneousParallelIslandsEA property) (HeterogeneousSequentialIslandsEA property) (HomogeneousEA property) (HomogeneousIslandsEA property) (HomogeneousParallelIslandsEA property) (HomogeneousSequentialIslandsEA property) (IslandsEA property) (IslandsTrainer property) (MaxPheromonePACO property) (MMAS property) (MultiPopEA property) (MultiSpeciesTrainer property) (NSGA property) (PACO property) (PACOFS property) (PACOMO property) (ParallelCooperativeEA property) (ParallelDistributedTrainer property) (PheromoneBasedACO property) (QualityBasedPACO property) (ReseteablePheromoneBasedACO property) (SequentialCooperativeEA property) (SequentialDistributedTrainer property) (SimpleEA property) (SingleColACO property) (SingleObjACO property) (SingleObjPACO property) (SinglePopEA property) (SingleSpeciesTrainer property) (Trainer property)

W

weights (Fitness attribute)

wvalues (Fitness property)