Index

B

BinaryCarver (class in AutoCarver)

C

CategoricalDiscretizer (class in AutoCarver.discretizers) CategoricalFeature (class in AutoCarver.features) categoricals (AutoCarver.features.Features property) Chi2Measure (class in AutoCarver.selectors.measures) ClassificationSelector (class in AutoCarver.selectors) CombinationEvaluator (class in AutoCarver.combinations) compute() (AutoCarver.combinations.utils.TargetRate method) compute_association() (AutoCarver.selectors.measures.Chi2Measure method) (AutoCarver.selectors.measures.CramervMeasure method) (AutoCarver.selectors.measures.DistanceMeasure method) (AutoCarver.selectors.measures.IqrOutlierMeasure method) (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure method) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure method) (AutoCarver.selectors.measures.KruskalMeasure method) (AutoCarver.selectors.measures.PearsonMeasure method) (AutoCarver.selectors.measures.RMeasure method) (AutoCarver.selectors.measures.SpearmanMeasure method) (AutoCarver.selectors.measures.TschuprowtMeasure method) (AutoCarver.selectors.measures.ZscoreOutlierMeasure method)

ContinuousCarver (class in AutoCarver) ContinuousDiscretizer (class in AutoCarver.discretizers) CramervCombinations (class in AutoCarver.combinations) CramervFilter (class in AutoCarver.selectors.filters) CramervMeasure (class in AutoCarver.selectors.measures)

D

DatetimeFeature (class in AutoCarver.features) datetimes (AutoCarver.features.Features property)

Discretizer (class in AutoCarver.discretizers) DistanceMeasure (class in AutoCarver.selectors.measures)

F

Features (class in AutoCarver.features) FeaturesConfig (class in AutoCarver.features) filter() (AutoCarver.selectors.filters.CramervFilter method) (AutoCarver.selectors.filters.PearsonFilter method) (AutoCarver.selectors.filters.SpearmanFilter method) (AutoCarver.selectors.filters.TschuprowtFilter method) fit() (AutoCarver.BinaryCarver method) (AutoCarver.ContinuousCarver method) (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.NestedDiscretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.discretizers.TimedeltaDiscretizer method) (AutoCarver.MulticlassCarver method) (AutoCarver.OrdinalCarver method) (AutoCarver.selectors.ClassificationSelector method) (AutoCarver.selectors.RegressionSelector method)

fit_transform() (AutoCarver.BinaryCarver method) (AutoCarver.ContinuousCarver method) (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.NestedDiscretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.discretizers.TimedeltaDiscretizer method) (AutoCarver.MulticlassCarver method) (AutoCarver.OrdinalCarver method) from_list() (AutoCarver.features.Features class method)

G

get_best_combination() (AutoCarver.combinations.CombinationEvaluator method)

H

has_default (AutoCarver.features.CategoricalFeature property) (AutoCarver.features.NumericalFeature property) (AutoCarver.features.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) higher_is_better (AutoCarver.selectors.filters.CramervFilter attribute) (AutoCarver.selectors.filters.PearsonFilter attribute) (AutoCarver.selectors.filters.SpearmanFilter attribute) (AutoCarver.selectors.filters.TschuprowtFilter attribute) (AutoCarver.selectors.measures.Chi2Measure attribute) (AutoCarver.selectors.measures.CramervMeasure attribute) (AutoCarver.selectors.measures.DistanceMeasure attribute) (AutoCarver.selectors.measures.IqrOutlierMeasure attribute) (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalMeasure attribute) (AutoCarver.selectors.measures.PearsonMeasure attribute) (AutoCarver.selectors.measures.RMeasure attribute) (AutoCarver.selectors.measures.SpearmanMeasure attribute) (AutoCarver.selectors.measures.TschuprowtMeasure attribute) (AutoCarver.selectors.measures.ZscoreOutlierMeasure attribute)

history (AutoCarver.BinaryCarver property) (AutoCarver.ContinuousCarver property) (AutoCarver.features.CategoricalFeature property) (AutoCarver.features.DatetimeFeature property) (AutoCarver.features.Features property) (AutoCarver.features.NumericalFeature property) (AutoCarver.features.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) (AutoCarver.MulticlassCarver property) (AutoCarver.OrdinalCarver property)

I

IqrOutlierMeasure (class in AutoCarver.selectors.measures) is_absolute (AutoCarver.selectors.filters.PearsonFilter attribute) (AutoCarver.selectors.filters.SpearmanFilter attribute) (AutoCarver.selectors.measures.DistanceMeasure attribute) (AutoCarver.selectors.measures.PearsonMeasure attribute) (AutoCarver.selectors.measures.SpearmanMeasure attribute) is_reversible (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalMeasure attribute) is_significantly_below() (in module AutoCarver.discretizers.utils.frequency_ci) is_viable() (in module AutoCarver.combinations.utils.testing) is_x_qualitative (AutoCarver.selectors.filters.CramervFilter attribute) (AutoCarver.selectors.filters.TschuprowtFilter attribute) (AutoCarver.selectors.measures.Chi2Measure attribute) (AutoCarver.selectors.measures.CramervMeasure attribute) (AutoCarver.selectors.measures.IqrOutlierMeasure attribute) (AutoCarver.selectors.measures.TschuprowtMeasure attribute) (AutoCarver.selectors.measures.ZscoreOutlierMeasure attribute) is_x_quantitative (AutoCarver.selectors.filters.PearsonFilter attribute) (AutoCarver.selectors.filters.SpearmanFilter attribute) (AutoCarver.selectors.measures.DistanceMeasure attribute) (AutoCarver.selectors.measures.IqrOutlierMeasure attribute) (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalMeasure attribute) (AutoCarver.selectors.measures.PearsonMeasure attribute) (AutoCarver.selectors.measures.RMeasure attribute) (AutoCarver.selectors.measures.SpearmanMeasure attribute) (AutoCarver.selectors.measures.ZscoreOutlierMeasure attribute)

is_y_binary (AutoCarver.selectors.measures.RMeasure attribute) is_y_qualitative (AutoCarver.selectors.measures.Chi2Measure attribute) (AutoCarver.selectors.measures.CramervMeasure attribute) (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure attribute) (AutoCarver.selectors.measures.KruskalMeasure attribute) (AutoCarver.selectors.measures.RMeasure attribute) (AutoCarver.selectors.measures.TschuprowtMeasure attribute) is_y_quantitative (AutoCarver.selectors.measures.DistanceMeasure attribute) (AutoCarver.selectors.measures.PearsonMeasure attribute) (AutoCarver.selectors.measures.SpearmanMeasure attribute)

K

KendallTauBCombinations (class in AutoCarver.combinations) KendallTauCCombinations (class in AutoCarver.combinations) KruskalCombinations (class in AutoCarver.combinations)

KruskalEpsilonSquaredMeasure (class in AutoCarver.selectors.measures) KruskalEtaSquaredMeasure (class in AutoCarver.selectors.measures) KruskalMeasure (class in AutoCarver.selectors.measures)

L

load() (AutoCarver.BinaryCarver class method) (AutoCarver.combinations.CombinationEvaluator class method) (AutoCarver.combinations.CramervCombinations class method) (AutoCarver.combinations.KendallTauBCombinations class method) (AutoCarver.combinations.KendallTauCCombinations class method) (AutoCarver.combinations.KruskalCombinations class method) (AutoCarver.combinations.SomersDCombinations class method) (AutoCarver.combinations.TschuprowtCombinations class method) (AutoCarver.ContinuousCarver class method) (AutoCarver.features.Features class method) (AutoCarver.MulticlassCarver class method) (AutoCarver.OrdinalCarver class method)

M

MulticlassCarver (class in AutoCarver)

N

names (AutoCarver.features.Features property)

NestedDiscretizer (class in AutoCarver.discretizers) NumericalFeature (class in AutoCarver.features)

O

OrdinalCarver (class in AutoCarver) OrdinalDiscretizer (class in AutoCarver.discretizers)

OrdinalFeature (class in AutoCarver.features) ordinals (AutoCarver.features.Features property)

P

PearsonFilter (class in AutoCarver.selectors.filters)

PearsonMeasure (class in AutoCarver.selectors.measures) ProcessingConfig (class in AutoCarver.discretizers)

Q

QualitativeDiscretizer (class in AutoCarver.discretizers) qualitatives (AutoCarver.features.Features property)

QuantitativeDiscretizer (class in AutoCarver.discretizers) QuantitativeFeature (class in AutoCarver.features) quantitatives (AutoCarver.features.Features property)

R

RegressionSelector (class in AutoCarver.selectors)

RMeasure (class in AutoCarver.selectors.measures)

S

save() (AutoCarver.BinaryCarver method) (AutoCarver.combinations.CombinationEvaluator method) (AutoCarver.combinations.CramervCombinations method) (AutoCarver.combinations.KendallTauBCombinations method) (AutoCarver.combinations.KendallTauCCombinations method) (AutoCarver.combinations.KruskalCombinations method) (AutoCarver.combinations.SomersDCombinations method) (AutoCarver.combinations.TschuprowtCombinations method) (AutoCarver.ContinuousCarver method) (AutoCarver.MulticlassCarver method) (AutoCarver.OrdinalCarver method) selected_features (AutoCarver.selectors.ClassificationSelector property) (AutoCarver.selectors.RegressionSelector property) SomersDCombinations (class in AutoCarver.combinations) SpearmanFilter (class in AutoCarver.selectors.filters) SpearmanMeasure (class in AutoCarver.selectors.measures) StringDiscretizer (class in AutoCarver.discretizers) summary (AutoCarver.BinaryCarver property) (AutoCarver.ContinuousCarver property) (AutoCarver.discretizers.CategoricalDiscretizer property) (AutoCarver.discretizers.ContinuousDiscretizer property) (AutoCarver.discretizers.Discretizer property) (AutoCarver.discretizers.NestedDiscretizer property) (AutoCarver.discretizers.OrdinalDiscretizer property) (AutoCarver.discretizers.QualitativeDiscretizer property) (AutoCarver.discretizers.QuantitativeDiscretizer property) (AutoCarver.discretizers.StringDiscretizer property) (AutoCarver.discretizers.TimedeltaDiscretizer property) (AutoCarver.features.CategoricalFeature property) (AutoCarver.features.DatetimeFeature property) (AutoCarver.features.Features property) (AutoCarver.features.NumericalFeature property) (AutoCarver.features.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) (AutoCarver.MulticlassCarver property) (AutoCarver.OrdinalCarver property)

T

TargetMean (class in AutoCarver.combinations.binary.binary_target_rates) (class in AutoCarver.combinations.continuous.continuous_target_rates) TargetMeanLevel (class in AutoCarver.combinations.ordinal.ordinal_target_rates) TargetMedian (class in AutoCarver.combinations.continuous.continuous_target_rates) TargetRate (class in AutoCarver.combinations.utils) test_viability() (in module AutoCarver.combinations.utils.testing) TimedeltaDiscretizer (class in AutoCarver.discretizers) to_json() (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.NestedDiscretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.discretizers.TimedeltaDiscretizer method) (AutoCarver.features.Features method) to_timedelta() (AutoCarver.features.DatetimeFeature method)

transform() (AutoCarver.BinaryCarver method) (AutoCarver.ContinuousCarver method) (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.NestedDiscretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.discretizers.TimedeltaDiscretizer method) (AutoCarver.MulticlassCarver method) (AutoCarver.OrdinalCarver method) (AutoCarver.selectors.ClassificationSelector method) (AutoCarver.selectors.RegressionSelector method) TschuprowtCombinations (class in AutoCarver.combinations) TschuprowtFilter (class in AutoCarver.selectors.filters) TschuprowtMeasure (class in AutoCarver.selectors.measures)

V

validate() (AutoCarver.selectors.measures.Chi2Measure method) (AutoCarver.selectors.measures.CramervMeasure method) (AutoCarver.selectors.measures.DistanceMeasure method) (AutoCarver.selectors.measures.IqrOutlierMeasure method) (AutoCarver.selectors.measures.KruskalEpsilonSquaredMeasure method) (AutoCarver.selectors.measures.KruskalEtaSquaredMeasure method) (AutoCarver.selectors.measures.KruskalMeasure method) (AutoCarver.selectors.measures.PearsonMeasure method) (AutoCarver.selectors.measures.RMeasure method) (AutoCarver.selectors.measures.SpearmanMeasure method) (AutoCarver.selectors.measures.TschuprowtMeasure method) (AutoCarver.selectors.measures.ZscoreOutlierMeasure method)

versions (AutoCarver.features.Features property)

W

wilson_upper_bound() (in module AutoCarver.discretizers.utils.frequency_ci)

Z

ZscoreOutlierMeasure (class in AutoCarver.selectors.measures)