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) _column_mapping (gators.scalers.RobustScaler attribute) _columns (gators.clippers.CustomClipper attribute) _feature_cols_ (gators.imputers.KNNImputer attribute) _global_stats_ (gators.imputers.KNNImputer attribute) _median (gators.scalers.RobustScaler attribute) _scale (gators.scalers.RobustScaler attribute) _train_df_ (gators.imputers.KNNImputer attribute) A ArcSinhScaler (class in gators.scalers) ArcSinSquareRootScaler (class in gators.scalers) AsymmetryIndexFeatures (class in gators.feature_generation) 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) clone() (gators.pipeline.Pipeline method) column_periods_ (gators.feature_generation.FourierFeatures attribute) columns_to_drop_ (gators.feature_selection.CorrelationSelector attribute) (gators.feature_selection.FeatureStabilitySelector attribute) (gators.feature_selection.InformationValueSelector attribute) (gators.feature_selection.MutualInformationSelector attribute) (gators.feature_selection.PermutationImportanceSelector attribute) (gators.feature_selection.PSIFilter attribute) 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) ConcentrationIndexFeatures (class in gators.feature_generation) ConditionFeatures (class in gators.feature_generation) Contains (class in gators.feature_generation_str) CorrelationFilter (class in gators.data_cleaning) CorrelationSelector (class in gators.feature_selection) 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) DropNearConstantColumns (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) FeatureStabilitySelector (class in gators.feature_selection) 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.DropNearConstantColumns method) (gators.data_cleaning.HighCardinalityFilter method) (gators.data_cleaning.RenameColumns method) (gators.data_cleaning.Replace method) (gators.data_cleaning.RoundDigits method) (gators.data_cleaning.RoundSignificantDigits 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.HashEncoder 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.AsymmetryIndexFeatures method) (gators.feature_generation.ComparisonFeatures method) (gators.feature_generation.ConcentrationIndexFeatures method) (gators.feature_generation.ConditionFeatures method) (gators.feature_generation.DistanceFeatures method) (gators.feature_generation.FourierFeatures method) (gators.feature_generation.GeneralizedRatioFeatures method) (gators.feature_generation.GroupLagFeatures method) (gators.feature_generation.GroupStatisticsFeatures method) (gators.feature_generation.HHIFeatures 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.RollingStatisticsFeatures method) (gators.feature_generation.RowStatisticsFeatures method) (gators.feature_generation.RuleFeatures method) (gators.feature_generation.ScalarMathFeatures method) (gators.feature_generation.WeightedSumFeatures 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.RegexExtractFeatures method) (gators.feature_generation_str.Split method) (gators.feature_generation_str.SplitExtract method) (gators.feature_generation_str.Startswith method) (gators.feature_generation_str.TfidfFeatures method) (gators.feature_generation_str.Upper method) (gators.feature_selection.CorrelationSelector method) (gators.feature_selection.FeatureStabilitySelector method) (gators.feature_selection.InformationValueSelector method) (gators.feature_selection.MutualInformationSelector method) (gators.feature_selection.PermutationImportanceSelector method) (gators.feature_selection.PSIFilter method) (gators.imputers.BooleanImputer method) (gators.imputers.GroupByImputer method) (gators.imputers.IterativeImputer method) (gators.imputers.KNNImputer 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.Log1pScaler method) (gators.scalers.MinmaxScaler method) (gators.scalers.PowerScaler method) (gators.scalers.RobustScaler method) (gators.scalers.StandardScaler method) (gators.scalers.YeoJohnson method) fit_transform() (gators.pipeline.Pipeline method) FourierFeatures (class in gators.feature_generation) fsi_scores_ (gators.feature_selection.FeatureStabilitySelector attribute) G 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.imputers module gators.scalers module GaussianClipper (class in gators.clippers) GeneralizedRatioFeatures (class in gators.feature_generation) GeometricDiscretizer (class in gators.discretizers) get_params() (gators.pipeline.Pipeline method) group_names_ (gators.feature_generation_str.RegexExtractFeatures attribute) GroupByImputer (class in gators.imputers) GroupLagFeatures (class in gators.feature_generation) GroupStatisticsFeatures (class in gators.feature_generation) H HashEncoder (class in gators.encoders) HHIFeatures (class in gators.feature_generation) HighCardinalityFilter (class in gators.data_cleaning) HolidayFeatures (class in gators.feature_generation_dt) I idf_ (gators.feature_generation_str.TfidfFeatures attribute) importances_ (gators.feature_selection.PermutationImportanceSelector attribute) InformationValueSelector (class in gators.feature_selection) InteractionFeatures (class in gators.feature_generation_str) inverse_transform() (gators.scalers.ArcSinhScaler method) (gators.scalers.ArcSinSquareRootScaler method) (gators.scalers.BoxCox method) (gators.scalers.Log1pScaler method) (gators.scalers.MinmaxScaler method) (gators.scalers.PowerScaler method) (gators.scalers.RobustScaler method) (gators.scalers.StandardScaler method) (gators.scalers.YeoJohnson method) IQRClipper (class in gators.clippers) IsNull (class in gators.feature_generation) IterativeImputer (class in gators.imputers) iv_values_ (gators.feature_selection.InformationValueSelector attribute) K KMeansDiscretizer (class in gators.discretizers) KNNImputer (class in gators.imputers) L LeaveOneOutEncoder (class in gators.encoders) Length (class in gators.feature_generation_str) Log1pScaler (class in gators.scalers) Lower (class in gators.feature_generation_str) M MADClipper (class in gators.clippers) MathFeatures (class in gators.feature_generation) mi_values_ (gators.feature_selection.MutualInformationSelector attribute) MinmaxScaler (class in gators.scalers) module gators.clippers gators.data_cleaning gators.discretizers gators.encoders gators.feature_generation gators.feature_generation_dt gators.feature_generation_str gators.feature_selection gators.imputers gators.scalers MutualInformationSelector (class in gators.feature_selection) N new_column_names_ (gators.feature_generation.RollingStatisticsFeatures attribute) 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) P PatternDetector (class in gators.feature_generation_str) PermutationImportanceSelector (class in gators.feature_selection) Pipeline (class in gators.pipeline) PlanRotationFeatures (class in gators.feature_generation) PolynomialFeatures (class in gators.feature_generation) PowerScaler (class in gators.scalers) psi_scores_ (gators.feature_selection.PSIFilter attribute) PSIFilter (class in gators.feature_selection) Q QuantileClipper (class in gators.clippers) QuantileDiscretizer (class in gators.discretizers) R RareCategoryEncoder (class in gators.encoders) RatioFeatures (class in gators.feature_generation) RegexExtractFeatures (class in gators.feature_generation_str) RenameColumns (class in gators.data_cleaning) Replace (class in gators.data_cleaning) RobustScaler (class in gators.scalers) RollingStatisticsFeatures (class in gators.feature_generation) RoundDigits (class in gators.data_cleaning) RoundSignificantDigits (class in gators.data_cleaning) RowStatisticsFeatures (class in gators.feature_generation) RuleFeatures (class in gators.feature_generation) S ScalarMathFeatures (class in gators.feature_generation) select_k_best_stable_features() (in module gators.feature_selection) selected_features_ (gators.feature_selection.CorrelationSelector attribute) (gators.feature_selection.FeatureStabilitySelector attribute) (gators.feature_selection.InformationValueSelector attribute) (gators.feature_selection.MutualInformationSelector attribute) (gators.feature_selection.PermutationImportanceSelector attribute) (gators.feature_selection.PSIFilter attribute) 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) statistics_ (gators.imputers.IterativeImputer attribute) StringImputer (class in gators.imputers) T TargetEncoder (class in gators.encoders) TfidfFeatures (class in gators.feature_generation_str) TimeBinFeatures (class in gators.feature_generation_dt) TimeWindowFeatures (class in gators.feature_generation_dt) transform() (gators.clippers.CustomClipper 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.DropNearConstantColumns method) (gators.data_cleaning.HighCardinalityFilter method) (gators.data_cleaning.RenameColumns method) (gators.data_cleaning.Replace method) (gators.data_cleaning.RoundDigits method) (gators.data_cleaning.RoundSignificantDigits method) (gators.data_cleaning.VarianceFilter method) (gators.encoders.BinaryEncoder method) (gators.encoders.CatBoostEncoder method) (gators.encoders.HashEncoder method) (gators.encoders.LeaveOneOutEncoder method) (gators.encoders.OneHotEncoder method) (gators.encoders.RareCategoryEncoder method) (gators.feature_generation.AsymmetryIndexFeatures method) (gators.feature_generation.ComparisonFeatures method) (gators.feature_generation.ConcentrationIndexFeatures method) (gators.feature_generation.ConditionFeatures method) (gators.feature_generation.DistanceFeatures method) (gators.feature_generation.FourierFeatures method) (gators.feature_generation.GeneralizedRatioFeatures method) (gators.feature_generation.GroupLagFeatures method) (gators.feature_generation.GroupStatisticsFeatures method) (gators.feature_generation.HHIFeatures 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.RollingStatisticsFeatures method) (gators.feature_generation.RowStatisticsFeatures method) (gators.feature_generation.RuleFeatures method) (gators.feature_generation.ScalarMathFeatures method) (gators.feature_generation.WeightedSumFeatures 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.RegexExtractFeatures method) (gators.feature_generation_str.Split method) (gators.feature_generation_str.SplitExtract method) (gators.feature_generation_str.Startswith method) (gators.feature_generation_str.TfidfFeatures method) (gators.feature_generation_str.Upper method) (gators.feature_selection.PSIFilter method) (gators.imputers.BooleanImputer method) (gators.imputers.GroupByImputer method) (gators.imputers.IterativeImputer method) (gators.imputers.KNNImputer 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.Log1pScaler method) (gators.scalers.MinmaxScaler method) (gators.scalers.PowerScaler method) (gators.scalers.RobustScaler method) (gators.scalers.StandardScaler method) (gators.scalers.YeoJohnson method) TreeBasedDiscretizer (class in gators.discretizers) U Upper (class in gators.feature_generation_str) V VarianceFilter (class in gators.data_cleaning) vocabulary_ (gators.feature_generation_str.TfidfFeatures attribute) W WeightedSumFeatures (class in gators.feature_generation) WOEEncoder (class in gators.encoders) Y YeoJohnson (class in gators.scalers)
