Index

B

BinaryCarver (class in AutoCarver)

C

CategoricalDiscretizer (class in AutoCarver.discretizers) CategoricalFeature (class in AutoCarver.features) categoricals (AutoCarver.features.Features property) ChainedDiscretizer (class in AutoCarver.discretizers) Chi2Measure (class in AutoCarver.selectors.measures) ClassificationSelector (class in AutoCarver.selectors) 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.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

Discretizer (class in AutoCarver.discretizers)

DistanceMeasure (class in AutoCarver.selectors.measures)

F

Features (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.ChainedDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.MulticlassCarver method)

fit_transform() (AutoCarver.BinaryCarver method) (AutoCarver.ContinuousCarver method) (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ChainedDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.MulticlassCarver method)

H

has_default (AutoCarver.features.CategoricalFeature property) (AutoCarver.features.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) has_nan (AutoCarver.features.CategoricalFeature 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.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.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) (AutoCarver.MulticlassCarver 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_categorical (AutoCarver.features.CategoricalFeature attribute) (AutoCarver.features.OrdinalFeature attribute) is_ordinal (AutoCarver.features.CategoricalFeature attribute) (AutoCarver.features.OrdinalFeature attribute) is_qualitative (AutoCarver.features.CategoricalFeature attribute) (AutoCarver.features.OrdinalFeature attribute) is_quantitative (AutoCarver.features.QuantitativeFeature attribute) is_reversible (AutoCarver.selectors.measures.KruskalMeasure attribute) 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.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.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

KruskalCombinations (class in AutoCarver.combinations)

KruskalMeasure (class in AutoCarver.selectors.measures)

L

load() (AutoCarver.BinaryCarver class method) (AutoCarver.combinations.CramervCombinations class method) (AutoCarver.combinations.KruskalCombinations class method) (AutoCarver.combinations.TschuprowtCombinations class method) (AutoCarver.ContinuousCarver class method) (AutoCarver.features.Features class method) (AutoCarver.MulticlassCarver class method)

M

MulticlassCarver (class in AutoCarver)

N

names (AutoCarver.features.Features property)

O

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)

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.CramervCombinations method) (AutoCarver.combinations.KruskalCombinations method) (AutoCarver.combinations.TschuprowtCombinations method) (AutoCarver.ContinuousCarver method) (AutoCarver.MulticlassCarver method) select() (AutoCarver.selectors.ClassificationSelector method) (AutoCarver.selectors.RegressionSelector method) 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.ChainedDiscretizer property) (AutoCarver.discretizers.ContinuousDiscretizer property) (AutoCarver.discretizers.Discretizer property) (AutoCarver.discretizers.OrdinalDiscretizer property) (AutoCarver.discretizers.QualitativeDiscretizer property) (AutoCarver.discretizers.QuantitativeDiscretizer property) (AutoCarver.discretizers.StringDiscretizer property) (AutoCarver.features.CategoricalFeature property) (AutoCarver.features.Features property) (AutoCarver.features.OrdinalFeature property) (AutoCarver.features.QuantitativeFeature property) (AutoCarver.MulticlassCarver property)

T

to_json() (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ChainedDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.features.Features method) transform() (AutoCarver.BinaryCarver method) (AutoCarver.ContinuousCarver method) (AutoCarver.discretizers.CategoricalDiscretizer method) (AutoCarver.discretizers.ChainedDiscretizer method) (AutoCarver.discretizers.ContinuousDiscretizer method) (AutoCarver.discretizers.Discretizer method) (AutoCarver.discretizers.OrdinalDiscretizer method) (AutoCarver.discretizers.QualitativeDiscretizer method) (AutoCarver.discretizers.QuantitativeDiscretizer method) (AutoCarver.discretizers.StringDiscretizer method) (AutoCarver.MulticlassCarver 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.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)

Z

ZscoreOutlierMeasure (class in AutoCarver.selectors.measures)