Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | Y _ _bounds_map (gators.clippers.CustomClipper attribute) _columns (gators.clippers.CustomClipper attribute) A ArcSinhScaler (class in gators.scalers) ArcSinSquareRootScaler (class in gators.scalers) B BinaryEncoder (class in gators.encoders) BooleanImputer (class in gators.imputers) BoxCox (class in gators.scalers) BusinessTimeFeatures (class in gators.feature_generation_dt) C CastColumns (class in gators.data_cleaning) CatBoostEncoder (class in gators.encoders) CharacterStatistics (class in gators.feature_generation_str) CombineFeatures (class in gators.feature_generation_str) ComparisonFeatures (class in gators.feature_generation) compute_column_names() (gators.feature_generation.PlanRotationFeatures method) compute_iv() (in module gators.feature_selection) (in module gators.feature_selection.information_value) ConditionFeatures (class in gators.feature_generation) Contains (class in gators.feature_generation_str) CorrelationFilter (class in gators.data_cleaning) CountEncoder (class in gators.encoders) CustomClipper (class in gators.clippers) CustomDiscretizer (class in gators.discretizers) CyclicFeatures (class in gators.feature_generation_dt) D DiffFeatures (class in gators.feature_generation_dt) DistanceFeatures (class in gators.feature_generation) DropColumns (class in gators.data_cleaning) DropConstantColumns (class in gators.data_cleaning) DropDuplicateColumns (class in gators.data_cleaning) DropDuplicateRows (class in gators.data_cleaning) DropHighNaNRatio (class in gators.data_cleaning) DropLowCardinality (class in gators.data_cleaning) DurationToDatetime (class in gators.feature_generation_dt) E Endswith (class in gators.feature_generation_str) EqualLengthDiscretizer (class in gators.discretizers) EqualSizeDiscretizer (class in gators.discretizers) ExtractSubstring (class in gators.feature_generation_str) F feature_stability_index() (in module gators.feature_selection) (in module gators.feature_selection.feature_stability_index) fit() (gators.clippers.CustomClipper method) (gators.clippers.GaussianClipper method) (gators.clippers.IQRClipper method) (gators.clippers.MADClipper method) (gators.clippers.QuantileClipper method) (gators.data_cleaning.CastColumns method) (gators.data_cleaning.CorrelationFilter method) (gators.data_cleaning.DropColumns method) (gators.data_cleaning.DropConstantColumns method) (gators.data_cleaning.DropDuplicateColumns method) (gators.data_cleaning.DropDuplicateRows method) (gators.data_cleaning.DropHighNaNRatio method) (gators.data_cleaning.DropLowCardinality method) (gators.data_cleaning.HighCardinalityFilter method) (gators.data_cleaning.OutlierFilter method) (gators.data_cleaning.RenameColumns method) (gators.data_cleaning.Replace method) (gators.data_cleaning.VarianceFilter method) (gators.discretizers.CustomDiscretizer method) (gators.discretizers.EqualLengthDiscretizer method) (gators.discretizers.EqualSizeDiscretizer method) (gators.discretizers.GeometricDiscretizer method) (gators.discretizers.KMeansDiscretizer method) (gators.discretizers.QuantileDiscretizer method) (gators.discretizers.TreeBasedDiscretizer method) (gators.encoders.BinaryEncoder method) (gators.encoders.CatBoostEncoder method) (gators.encoders.CountEncoder method) (gators.encoders.LeaveOneOutEncoder method) (gators.encoders.OneHotEncoder method) (gators.encoders.OrdinalEncoder method) (gators.encoders.RareCategoryEncoder method) (gators.encoders.TargetEncoder method) (gators.encoders.WOEEncoder method) (gators.feature_generation.ComparisonFeatures method) (gators.feature_generation.ConditionFeatures method) (gators.feature_generation.DistanceFeatures method) (gators.feature_generation.GroupLagFeatures method) (gators.feature_generation.GroupScalingFeatures method) (gators.feature_generation.GroupStatisticsFeatures method) (gators.feature_generation.IsNull method) (gators.feature_generation.MathFeatures method) (gators.feature_generation.PlanRotationFeatures method) (gators.feature_generation.PolynomialFeatures method) (gators.feature_generation.RatioFeatures method) (gators.feature_generation.RowStatisticsFeatures method) (gators.feature_generation.RuleFeatures method) (gators.feature_generation.ScalarMathFeatures method) (gators.feature_generation_dt.BusinessTimeFeatures method) (gators.feature_generation_dt.CyclicFeatures method) (gators.feature_generation_dt.DiffFeatures method) (gators.feature_generation_dt.DurationToDatetime method) (gators.feature_generation_dt.HolidayFeatures method) (gators.feature_generation_dt.OrdinalFeatures method) (gators.feature_generation_dt.TimeBinFeatures method) (gators.feature_generation_dt.TimeWindowFeatures method) (gators.feature_generation_str.CharacterStatistics method) (gators.feature_generation_str.CombineFeatures method) (gators.feature_generation_str.Contains method) (gators.feature_generation_str.Endswith method) (gators.feature_generation_str.ExtractSubstring method) (gators.feature_generation_str.InteractionFeatures method) (gators.feature_generation_str.Length method) (gators.feature_generation_str.Lower method) (gators.feature_generation_str.NGram method) (gators.feature_generation_str.Occurrences method) (gators.feature_generation_str.PatternDetector method) (gators.feature_generation_str.Split method) (gators.feature_generation_str.SplitExtract method) (gators.feature_generation_str.Startswith method) (gators.feature_generation_str.Upper method) (gators.imputers.BooleanImputer method) (gators.imputers.GroupByImputer method) (gators.imputers.NumericImputer method) (gators.imputers.StringImputer method) (gators.pipeline.Pipeline method) (gators.scalers.ArcSinhScaler method) (gators.scalers.ArcSinSquareRootScaler method) (gators.scalers.BoxCox method) (gators.scalers.LogScaler method) (gators.scalers.MinmaxScaler method) (gators.scalers.PowerScaler method) (gators.scalers.StandardScaler method) (gators.scalers.YeoJonhson method) fit_transform() (gators.clippers.CustomClipper method) (gators.pipeline.Pipeline method) G gators module gators.clippers module gators.data_cleaning module gators.discretizers module gators.encoders module gators.feature_generation module gators.feature_generation_dt module gators.feature_generation_str module gators.feature_selection module gators.feature_selection.feature_stability_index module gators.feature_selection.information_value module gators.imputers module gators.rules module gators.scalers module GaussianClipper (class in gators.clippers) GeometricDiscretizer (class in gators.discretizers) get_params() (gators.pipeline.Pipeline method) GroupByImputer (class in gators.imputers) GroupLagFeatures (class in gators.feature_generation) GroupScalingFeatures (class in gators.feature_generation) GroupStatisticsFeatures (class in gators.feature_generation) H HighCardinalityFilter (class in gators.data_cleaning) HolidayFeatures (class in gators.feature_generation_dt) I InteractionFeatures (class in gators.feature_generation_str) IQRClipper (class in gators.clippers) IsNull (class in gators.feature_generation) K KMeansDiscretizer (class in gators.discretizers) L LeaveOneOutEncoder (class in gators.encoders) Length (class in gators.feature_generation_str) LogScaler (class in gators.scalers) Lower (class in gators.feature_generation_str) M MADClipper (class in gators.clippers) MathFeatures (class in gators.feature_generation) MinmaxScaler (class in gators.scalers) module gators gators.clippers gators.data_cleaning gators.discretizers gators.encoders gators.feature_generation gators.feature_generation_dt gators.feature_generation_str gators.feature_selection gators.feature_selection.feature_stability_index gators.feature_selection.information_value gators.imputers gators.rules gators.scalers N NGram (class in gators.feature_generation_str) NumericImputer (class in gators.imputers) O Occurrences (class in gators.feature_generation_str) OneHotEncoder (class in gators.encoders) OrdinalEncoder (class in gators.encoders) OrdinalFeatures (class in gators.feature_generation_dt) OutlierFilter (class in gators.data_cleaning) P PatternDetector (class in gators.feature_generation_str) Pipeline (class in gators.pipeline) PlanRotationFeatures (class in gators.feature_generation) PolynomialFeatures (class in gators.feature_generation) PowerScaler (class in gators.scalers) Q QuantileClipper (class in gators.clippers) QuantileDiscretizer (class in gators.discretizers) R RareCategoryEncoder (class in gators.encoders) RatioFeatures (class in gators.feature_generation) RenameColumns (class in gators.data_cleaning) Replace (class in gators.data_cleaning) RowStatisticsFeatures (class in gators.feature_generation) RuleFeatures (class in gators.feature_generation) S ScalarMathFeatures (class in gators.feature_generation) set_params() (gators.pipeline.Pipeline method) Split (class in gators.feature_generation_str) SplitExtract (class in gators.feature_generation_str) StandardScaler (class in gators.scalers) Startswith (class in gators.feature_generation_str) StringImputer (class in gators.imputers) T TargetEncoder (class in gators.encoders) TimeBinFeatures (class in gators.feature_generation_dt) TimeWindowFeatures (class in gators.feature_generation_dt) transform() (gators.clippers.CustomClipper method) (gators.clippers.GaussianClipper method) (gators.clippers.IQRClipper method) (gators.clippers.MADClipper method) (gators.clippers.QuantileClipper method) (gators.data_cleaning.CastColumns method) (gators.data_cleaning.CorrelationFilter method) (gators.data_cleaning.DropColumns method) (gators.data_cleaning.DropConstantColumns method) (gators.data_cleaning.DropDuplicateColumns method) (gators.data_cleaning.DropDuplicateRows method) (gators.data_cleaning.DropHighNaNRatio method) (gators.data_cleaning.DropLowCardinality method) (gators.data_cleaning.HighCardinalityFilter method) (gators.data_cleaning.OutlierFilter method) (gators.data_cleaning.RenameColumns method) (gators.data_cleaning.Replace method) (gators.data_cleaning.VarianceFilter method) (gators.encoders.BinaryEncoder method) (gators.encoders.CatBoostEncoder method) (gators.encoders.LeaveOneOutEncoder method) (gators.encoders.OneHotEncoder method) (gators.encoders.RareCategoryEncoder method) (gators.feature_generation.ComparisonFeatures method) (gators.feature_generation.ConditionFeatures method) (gators.feature_generation.DistanceFeatures method) (gators.feature_generation.GroupLagFeatures method) (gators.feature_generation.GroupScalingFeatures method) (gators.feature_generation.GroupStatisticsFeatures method) (gators.feature_generation.IsNull method) (gators.feature_generation.MathFeatures method) (gators.feature_generation.PlanRotationFeatures method) (gators.feature_generation.PolynomialFeatures method) (gators.feature_generation.RatioFeatures method) (gators.feature_generation.RowStatisticsFeatures method) (gators.feature_generation.RuleFeatures method) (gators.feature_generation.ScalarMathFeatures method) (gators.feature_generation_dt.BusinessTimeFeatures method) (gators.feature_generation_dt.CyclicFeatures method) (gators.feature_generation_dt.DiffFeatures method) (gators.feature_generation_dt.DurationToDatetime method) (gators.feature_generation_dt.HolidayFeatures method) (gators.feature_generation_dt.OrdinalFeatures method) (gators.feature_generation_dt.TimeBinFeatures method) (gators.feature_generation_dt.TimeWindowFeatures method) (gators.feature_generation_str.CharacterStatistics method) (gators.feature_generation_str.CombineFeatures method) (gators.feature_generation_str.Contains method) (gators.feature_generation_str.Endswith method) (gators.feature_generation_str.ExtractSubstring method) (gators.feature_generation_str.InteractionFeatures method) (gators.feature_generation_str.Length method) (gators.feature_generation_str.Lower method) (gators.feature_generation_str.NGram method) (gators.feature_generation_str.Occurrences method) (gators.feature_generation_str.PatternDetector method) (gators.feature_generation_str.Split method) (gators.feature_generation_str.SplitExtract method) (gators.feature_generation_str.Startswith method) (gators.feature_generation_str.Upper method) (gators.imputers.BooleanImputer method) (gators.imputers.GroupByImputer method) (gators.imputers.NumericImputer method) (gators.imputers.StringImputer method) (gators.pipeline.Pipeline method) (gators.scalers.ArcSinhScaler method) (gators.scalers.ArcSinSquareRootScaler method) (gators.scalers.BoxCox method) (gators.scalers.LogScaler method) (gators.scalers.MinmaxScaler method) (gators.scalers.PowerScaler method) (gators.scalers.StandardScaler method) (gators.scalers.YeoJonhson method) TreeBasedDiscretizer (class in gators.discretizers) U Upper (class in gators.feature_generation_str) V VarianceFilter (class in gators.data_cleaning) W WOEEncoder (class in gators.encoders) Y YeoJonhson (class in gators.scalers)
