Index

_

__init__() (binlearn.base.FlexibleBinningBase method), [1] (binlearn.base.GeneralBinningBase method), [1] (binlearn.base.IntervalBinningBase method), [1] (binlearn.base.SupervisedBinningBase method), [1] (binlearn.methods.Chi2Binning method), [1] (binlearn.methods.DBSCANBinning method), [1] (binlearn.methods.EqualFrequencyBinning method), [1] (binlearn.methods.EqualWidthBinning method), [1] (binlearn.methods.EqualWidthMinimumWeightBinning method), [1] (binlearn.methods.GaussianMixtureBinning method), [1] (binlearn.methods.IsotonicBinning method), [1] (binlearn.methods.KMeansBinning method), [1] (binlearn.methods.ManualFlexibleBinning method), [1] (binlearn.methods.ManualIntervalBinning method), [1] (binlearn.methods.SingletonBinning method), [1] (binlearn.methods.TreeBinning method), [1]

__init_subclass__() (binlearn.methods.Chi2Binning class method) (binlearn.methods.DBSCANBinning class method) (binlearn.methods.EqualFrequencyBinning class method) (binlearn.methods.EqualWidthBinning class method) (binlearn.methods.EqualWidthMinimumWeightBinning class method) (binlearn.methods.GaussianMixtureBinning class method) (binlearn.methods.IsotonicBinning class method) (binlearn.methods.KMeansBinning class method) (binlearn.methods.ManualFlexibleBinning class method) (binlearn.methods.ManualIntervalBinning class method) (binlearn.methods.SingletonBinning class method) (binlearn.methods.TreeBinning class method) _fitted_trees (binlearn.methods.TreeBinning attribute), [1] _tree_importance (binlearn.methods.TreeBinning attribute), [1] _tree_template (binlearn.methods.TreeBinning attribute), [1]

A

allow_fallback (binlearn.methods.DBSCANBinning attribute), [1] (binlearn.methods.GaussianMixtureBinning attribute), [1], [2], [3] (binlearn.methods.KMeansBinning attribute), [1]

B

bin_edges_ (binlearn.methods.Chi2Binning attribute), [1] (binlearn.methods.EqualFrequencyBinning attribute), [1] (binlearn.methods.EqualWidthBinning attribute), [1] (binlearn.methods.KMeansBinning attribute), [1] (binlearn.methods.ManualIntervalBinning attribute), [1] bin_range (binlearn.methods.EqualWidthMinimumWeightBinning attribute), [1] bin_representatives (binlearn.base.FlexibleBinningBase attribute)

bin_representatives_ (binlearn.methods.Chi2Binning attribute), [1] (binlearn.methods.EqualFrequencyBinning attribute), [1] (binlearn.methods.EqualWidthBinning attribute), [1] (binlearn.methods.KMeansBinning attribute), [1] (binlearn.methods.ManualFlexibleBinning attribute), [1] (binlearn.methods.ManualIntervalBinning attribute), [1] bin_spec (binlearn.base.FlexibleBinningBase attribute) bin_spec_ (binlearn.methods.ManualFlexibleBinning attribute), [1]

C

check_data_quality() (binlearn.methods.Chi2Binning static method) (binlearn.methods.DBSCANBinning static method) (binlearn.methods.EqualFrequencyBinning static method) (binlearn.methods.EqualWidthBinning static method) (binlearn.methods.EqualWidthMinimumWeightBinning static method) (binlearn.methods.GaussianMixtureBinning static method) (binlearn.methods.IsotonicBinning static method) (binlearn.methods.KMeansBinning static method) (binlearn.methods.ManualFlexibleBinning static method) (binlearn.methods.ManualIntervalBinning static method) (binlearn.methods.SingletonBinning static method) (binlearn.methods.TreeBinning static method)

Chi2Binning (class in binlearn.methods), [1]

D

DBSCANBinning (class in binlearn.methods), [1]

E

eps (binlearn.methods.DBSCANBinning attribute), [1] EqualFrequencyBinning (class in binlearn.methods), [1]

EqualWidthBinning (class in binlearn.methods), [1] EqualWidthMinimumWeightBinning (class in binlearn.methods), [1]

F

feature_names_in_ (binlearn.methods.Chi2Binning property) (binlearn.methods.DBSCANBinning property) (binlearn.methods.EqualFrequencyBinning property) (binlearn.methods.EqualWidthBinning property) (binlearn.methods.EqualWidthMinimumWeightBinning property) (binlearn.methods.GaussianMixtureBinning property) (binlearn.methods.IsotonicBinning property) (binlearn.methods.KMeansBinning property) (binlearn.methods.ManualFlexibleBinning property) (binlearn.methods.ManualIntervalBinning property) (binlearn.methods.SingletonBinning property) (binlearn.methods.TreeBinning property) fit() (binlearn.base.GeneralBinningBase method) (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method), [1] (binlearn.methods.ManualIntervalBinning method), [1] (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

fit_transform() (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method) FlexibleBinningBase (class in binlearn.base)

G

GaussianMixtureBinning (class in binlearn.methods), [1] GeneralBinningBase (class in binlearn.base) get_input_columns() (binlearn.base.GeneralBinningBase method) (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method) get_metadata_routing() (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

get_params() (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

I

increasing (binlearn.methods.IsotonicBinning attribute), [1] IntervalBinningBase (class in binlearn.base) inverse_transform() (binlearn.base.GeneralBinningBase method) (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

IsotonicBinning (class in binlearn.methods), [1]

K

KMeansBinning (class in binlearn.methods), [1]

M

ManualFlexibleBinning (class in binlearn.methods), [1] ManualIntervalBinning (class in binlearn.methods), [1] max_bins (binlearn.methods.IsotonicBinning attribute), [1] min_bins (binlearn.methods.DBSCANBinning attribute), [1]

min_change_threshold (binlearn.methods.IsotonicBinning attribute), [1] min_samples (binlearn.methods.DBSCANBinning attribute), [1] min_samples_per_bin (binlearn.methods.IsotonicBinning attribute), [1] minimum_weight (binlearn.methods.EqualWidthMinimumWeightBinning attribute), [1]

N

n_bins (binlearn.methods.EqualWidthMinimumWeightBinning attribute), [1] (binlearn.methods.KMeansBinning attribute), [1] n_components (binlearn.methods.GaussianMixtureBinning attribute), [1] n_features_in_ (binlearn.methods.Chi2Binning property) (binlearn.methods.DBSCANBinning property) (binlearn.methods.EqualFrequencyBinning property) (binlearn.methods.EqualWidthBinning property) (binlearn.methods.EqualWidthMinimumWeightBinning property) (binlearn.methods.GaussianMixtureBinning property) (binlearn.methods.IsotonicBinning property) (binlearn.methods.KMeansBinning property) (binlearn.methods.ManualFlexibleBinning property) (binlearn.methods.ManualIntervalBinning property) (binlearn.methods.SingletonBinning property) (binlearn.methods.TreeBinning property)

R

random_state (binlearn.methods.GaussianMixtureBinning attribute), [1]

S

set_output() (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method) set_params() (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

SingletonBinning (class in binlearn.methods), [1] SupervisedBinningBase (class in binlearn.base)

T

task_type (binlearn.methods.TreeBinning attribute), [1] transform() (binlearn.base.GeneralBinningBase method) (binlearn.methods.Chi2Binning method) (binlearn.methods.DBSCANBinning method) (binlearn.methods.EqualFrequencyBinning method) (binlearn.methods.EqualWidthBinning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.GaussianMixtureBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.KMeansBinning method) (binlearn.methods.ManualFlexibleBinning method) (binlearn.methods.ManualIntervalBinning method) (binlearn.methods.SingletonBinning method) (binlearn.methods.TreeBinning method)

tree_params (binlearn.methods.TreeBinning attribute), [1] TreeBinning (class in binlearn.methods), [1]

V

validate_array_like() (binlearn.methods.Chi2Binning static method) (binlearn.methods.DBSCANBinning static method) (binlearn.methods.EqualFrequencyBinning static method) (binlearn.methods.EqualWidthBinning static method) (binlearn.methods.EqualWidthMinimumWeightBinning static method) (binlearn.methods.GaussianMixtureBinning static method) (binlearn.methods.IsotonicBinning static method) (binlearn.methods.KMeansBinning static method) (binlearn.methods.ManualFlexibleBinning static method) (binlearn.methods.ManualIntervalBinning static method) (binlearn.methods.SingletonBinning static method) (binlearn.methods.TreeBinning static method) validate_column_specification() (binlearn.methods.Chi2Binning static method) (binlearn.methods.DBSCANBinning static method) (binlearn.methods.EqualFrequencyBinning static method) (binlearn.methods.EqualWidthBinning static method) (binlearn.methods.EqualWidthMinimumWeightBinning static method) (binlearn.methods.GaussianMixtureBinning static method) (binlearn.methods.IsotonicBinning static method) (binlearn.methods.KMeansBinning static method) (binlearn.methods.ManualFlexibleBinning static method) (binlearn.methods.ManualIntervalBinning static method) (binlearn.methods.SingletonBinning static method) (binlearn.methods.TreeBinning static method)

validate_guidance_columns() (binlearn.methods.Chi2Binning static method) (binlearn.methods.DBSCANBinning static method) (binlearn.methods.EqualFrequencyBinning static method) (binlearn.methods.EqualWidthBinning static method) (binlearn.methods.EqualWidthMinimumWeightBinning static method) (binlearn.methods.GaussianMixtureBinning static method) (binlearn.methods.IsotonicBinning static method) (binlearn.methods.KMeansBinning static method) (binlearn.methods.ManualFlexibleBinning static method) (binlearn.methods.ManualIntervalBinning static method) (binlearn.methods.SingletonBinning static method) (binlearn.methods.TreeBinning static method) validate_guidance_data() (binlearn.base.SupervisedBinningBase method) (binlearn.methods.Chi2Binning method) (binlearn.methods.EqualWidthMinimumWeightBinning method) (binlearn.methods.IsotonicBinning method) (binlearn.methods.TreeBinning method)

Y

y_max (binlearn.methods.IsotonicBinning attribute), [1]

y_min (binlearn.methods.IsotonicBinning attribute), [1]