Index

A

angle_modulation_function() (in module pyccea.utils.mapping)

B

BinaryGeneticAlgorithm (class in pyccea.optimizers) (class in pyccea.optimizers.genetic_algorithm) build_context_vector() (pyccea.cooperation.Collaboration method) (pyccea.cooperation.collaboration.Collaboration method)

build_subpopulations() (pyccea.initialization.build.SubpopulationInitialization method) (pyccea.initialization.SubpopulationInitialization method)

C

CCEA (class in pyccea.coevolution.ccea) CCEAFS (class in pyccea.coevolution) (class in pyccea.coevolution.cceafs) CCFC (class in pyccea.coevolution) (class in pyccea.coevolution.ccfc) CCFSRFG1 (class in pyccea.coevolution) (class in pyccea.coevolution.ccfsrfg1) CCFSRFG2 (class in pyccea.coevolution) (class in pyccea.coevolution.ccfsrfg2) CCGA (class in pyccea.coevolution.ccga) CCILFG (class in pyccea.coevolution) (class in pyccea.coevolution.ccilfg) CCPSTFG (class in pyccea.coevolution) (class in pyccea.coevolution.ccpstfg)

CCSUFG (class in pyccea.coevolution) (class in pyccea.coevolution.ccsufg) CIPLS (class in pyccea.projection.cipls) ClassificationMetrics (class in pyccea.utils.metrics) ClassificationModel (class in pyccea.utils.models) CLUSTERING_METHODS (pyccea.coevolution.CCPSTFG attribute) (pyccea.coevolution.ccpstfg.CCPSTFG attribute) ClusteringFeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.clustering) Collaboration (class in pyccea.cooperation) (class in pyccea.cooperation.collaboration) compute() (pyccea.projection.vip.VIP method) (pyccea.utils.metrics.ClassificationMetrics method) (pyccea.utils.metrics.RegressionMetrics method)

D

DataLoader (class in pyccea.utils.datasets) DATASETS (pyccea.utils.datasets.DataLoader attribute) decompose() (pyccea.decomposition.clustering.ClusteringFeatureGrouping method) (pyccea.decomposition.ClusteringFeatureGrouping method) (pyccea.decomposition.dummy.DummyFeatureGrouping method) (pyccea.decomposition.DummyFeatureGrouping method) (pyccea.decomposition.random.RandomFeatureGrouping method) (pyccea.decomposition.RandomFeatureGrouping method) (pyccea.decomposition.ranking.RankingFeatureGrouping method) (pyccea.decomposition.RankingFeatureGrouping method) (pyccea.decomposition.SequentialFeatureGrouping method) (pyccea.decomposition.static.SequentialFeatureGrouping method)

DifferentialEvolution (class in pyccea.optimizers) (class in pyccea.optimizers.differential_evolution) DistanceBasedFitness (class in pyccea.fitness) (class in pyccea.fitness.distance) DummyFeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.dummy)

E

eval_modes (pyccea.evaluation.wrapper.WrapperEvaluation attribute) evaluate() (pyccea.evaluation.wrapper.WrapperEvaluation method) (pyccea.fitness.distance.DistanceBasedFitness method) (pyccea.fitness.DistanceBasedFitness method) (pyccea.fitness.penalty.SubsetSizePenalty method) (pyccea.fitness.SubsetSizePenalty method)

evaluate_individuals() (pyccea.initialization.build.SubpopulationInitialization method) (pyccea.initialization.SubpopulationInitialization method) evolve() (pyccea.optimizers.BinaryGeneticAlgorithm method) (pyccea.optimizers.differential_evolution.DifferentialEvolution method) (pyccea.optimizers.DifferentialEvolution method) (pyccea.optimizers.genetic_algorithm.BinaryGeneticAlgorithm method)

F

FeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.grouping)

fit() (pyccea.projection.cipls.CIPLS method)

G

get_collaborators() (pyccea.cooperation.best.SingleBestCollaboration method) (pyccea.cooperation.elite.SingleEliteCollaboration method) (pyccea.cooperation.random.SingleRandomCollaboration method) (pyccea.cooperation.SingleBestCollaboration method) (pyccea.cooperation.SingleEliteCollaboration method) (pyccea.cooperation.SingleRandomCollaboration method)

get_ready() (pyccea.utils.datasets.DataLoader method)

L

load_params() (in module pyccea.utils.config)

M

methods (pyccea.decomposition.ranking.RankingFeatureGrouping attribute) (pyccea.decomposition.RankingFeatureGrouping attribute) metrics (pyccea.evaluation.wrapper.WrapperEvaluation attribute) (pyccea.utils.metrics.ClassificationMetrics attribute) (pyccea.utils.metrics.RegressionMetrics attribute) models (pyccea.evaluation.wrapper.WrapperEvaluation attribute) (pyccea.utils.models.ClassificationModel attribute) (pyccea.utils.models.RegressionModel attribute) module pyccea pyccea.coevolution pyccea.coevolution.ccea pyccea.coevolution.cceafs pyccea.coevolution.ccfc pyccea.coevolution.ccfsrfg1 pyccea.coevolution.ccfsrfg2 pyccea.coevolution.ccga pyccea.coevolution.ccilfg pyccea.coevolution.ccpstfg pyccea.coevolution.ccsufg pyccea.cooperation pyccea.cooperation.best pyccea.cooperation.collaboration pyccea.cooperation.elite pyccea.cooperation.random pyccea.decomposition pyccea.decomposition.clustering pyccea.decomposition.dummy pyccea.decomposition.grouping pyccea.decomposition.random pyccea.decomposition.ranking pyccea.decomposition.static pyccea.evaluation pyccea.evaluation.wrapper pyccea.fitness pyccea.fitness.distance pyccea.fitness.function pyccea.fitness.penalty pyccea.initialization pyccea.initialization.binary pyccea.initialization.build pyccea.initialization.continuous pyccea.optimizers pyccea.optimizers.differential_evolution pyccea.optimizers.genetic_algorithm pyccea.projection pyccea.projection.cipls pyccea.projection.vip pyccea.utils pyccea.utils.config pyccea.utils.datasets pyccea.utils.mapping pyccea.utils.metrics pyccea.utils.models pyccea.utils.stats

N

NORMALIZATION_METHODS (pyccea.utils.datasets.DataLoader attribute)

normalize() (pyccea.projection.cipls.CIPLS method)

O

optimize() (pyccea.coevolution.ccea.CCEA method) (pyccea.coevolution.CCEAFS method) (pyccea.coevolution.cceafs.CCEAFS method) (pyccea.coevolution.CCFC method) (pyccea.coevolution.ccfc.CCFC method) (pyccea.coevolution.CCFSRFG1 method) (pyccea.coevolution.ccfsrfg1.CCFSRFG1 method) (pyccea.coevolution.CCFSRFG2 method) (pyccea.coevolution.ccfsrfg2.CCFSRFG2 method) (pyccea.coevolution.CCILFG method) (pyccea.coevolution.ccilfg.CCILFG method) (pyccea.coevolution.CCPSTFG method) (pyccea.coevolution.ccpstfg.CCPSTFG method) (pyccea.coevolution.CCSUFG method) (pyccea.coevolution.ccsufg.CCSUFG method)

P

PRIMARY_CONF_KEYS (pyccea.utils.datasets.DataLoader attribute) pyccea module pyccea.coevolution module pyccea.coevolution.ccea module pyccea.coevolution.cceafs module pyccea.coevolution.ccfc module pyccea.coevolution.ccfsrfg1 module pyccea.coevolution.ccfsrfg2 module pyccea.coevolution.ccga module pyccea.coevolution.ccilfg module pyccea.coevolution.ccpstfg module pyccea.coevolution.ccsufg module pyccea.cooperation module pyccea.cooperation.best module pyccea.cooperation.collaboration module pyccea.cooperation.elite module pyccea.cooperation.random module pyccea.decomposition module pyccea.decomposition.clustering module pyccea.decomposition.dummy module pyccea.decomposition.grouping module pyccea.decomposition.random module pyccea.decomposition.ranking module pyccea.decomposition.static module

pyccea.evaluation module pyccea.evaluation.wrapper module pyccea.fitness module pyccea.fitness.distance module pyccea.fitness.function module pyccea.fitness.penalty module pyccea.initialization module pyccea.initialization.binary module pyccea.initialization.build module pyccea.initialization.continuous module pyccea.optimizers module pyccea.optimizers.differential_evolution module pyccea.optimizers.genetic_algorithm module pyccea.projection module pyccea.projection.cipls module pyccea.projection.vip module pyccea.utils module pyccea.utils.config module pyccea.utils.datasets module pyccea.utils.mapping module pyccea.utils.metrics module pyccea.utils.models module pyccea.utils.stats module

R

RandomBinaryInitialization (class in pyccea.initialization) (class in pyccea.initialization.binary) RandomContinuousInitialization (class in pyccea.initialization) (class in pyccea.initialization.continuous) RandomFeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.random)

RankingFeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.ranking) RegressionMetrics (class in pyccea.utils.metrics) RegressionModel (class in pyccea.utils.models)

S

selection_methods (pyccea.optimizers.BinaryGeneticAlgorithm attribute) (pyccea.optimizers.genetic_algorithm.BinaryGeneticAlgorithm attribute) SequentialFeatureGrouping (class in pyccea.decomposition) (class in pyccea.decomposition.static) shifted_heaviside_function() (in module pyccea.utils.mapping) SingleBestCollaboration (class in pyccea.cooperation) (class in pyccea.cooperation.best) SingleEliteCollaboration (class in pyccea.cooperation) (class in pyccea.cooperation.elite)

SingleRandomCollaboration (class in pyccea.cooperation) (class in pyccea.cooperation.random) SPLITTER_TYPES (pyccea.utils.datasets.DataLoader attribute) statistical_comparison_between_independent_samples() (in module pyccea.utils.stats) SubpopulationInitialization (class in pyccea.initialization) (class in pyccea.initialization.build) SubsetSizePenalty (class in pyccea.fitness) (class in pyccea.fitness.penalty)

T

toml_file (pyccea.utils.datasets.DataLoader attribute) train() (pyccea.utils.models.ClassificationModel method) (pyccea.utils.models.RegressionModel method)

transform() (pyccea.projection.cipls.CIPLS method)

V

VIP (class in pyccea.projection.vip)

W

WrapperEvaluation (class in pyccea.evaluation.wrapper)

WrapperFitnessFunction (class in pyccea.fitness) (class in pyccea.fitness.function)