Index

A

add() (optbinning.binning.distributed.BCatSketch method) (optbinning.binning.distributed.BSketch method) (optbinning.binning.distributed.GK method) (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.BinningProcessSketch method)

analysis() (optbinning.binning.binning_statistics.BinningTable method) (optbinning.binning.binning_statistics.ContinuousBinningTable method) (optbinning.binning.binning_statistics.MulticlassBinningTable method) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D method) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D method)

B

BCatSketch (class in optbinning.binning.distributed) binning_process_ (optbinning.scorecard.Scorecard attribute) binning_table() (optbinning.binning.distributed.OptimalBinningSketch property) (optbinning.binning.uncertainty.SBOptimalBinning property) (optbinning.ContinuousOptimalBinning property) (optbinning.ContinuousOptimalBinning2D property) (optbinning.ContinuousOptimalPWBinning property) (optbinning.MulticlassOptimalBinning property) (optbinning.OptimalBinning property) (optbinning.OptimalBinning2D property) (optbinning.OptimalPWBinning property) binning_table_scenario() (optbinning.binning.uncertainty.SBOptimalBinning method)

BinningProcess (class in optbinning) BinningProcessSketch (class in optbinning) BinningTable (class in optbinning.binning.binning_statistics) BinningTable2D (class in optbinning.binning.multidimensional.binning_statistics_2d) bins() (optbinning.binning.distributed.BCatSketch method) (optbinning.binning.distributed.BSketch method) BSketch (class in optbinning.binning.distributed) build() (optbinning.binning.binning_statistics.BinningTable method) (optbinning.binning.binning_statistics.ContinuousBinningTable method) (optbinning.binning.binning_statistics.MulticlassBinningTable method) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D method) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D method)

C

classes() (optbinning.MulticlassOptimalBinning property) ContinuousBinningTable (class in optbinning.binning.binning_statistics) ContinuousBinningTable2D (class in optbinning.binning.multidimensional.binning_statistics_2d) ContinuousOptimalBinning (class in optbinning)

ContinuousOptimalBinning2D (class in optbinning) ContinuousOptimalPWBinning (class in optbinning) copy() (optbinning.binning.distributed.GK method) Counterfactual (class in optbinning.scorecard)

D

decision_function() (optbinning.scorecard.Scorecard method)

display() (optbinning.scorecard.Counterfactual method)

E

entropy() (in module optbinning.binning.metrics)

estimator_ (optbinning.scorecard.Scorecard attribute)

F

fit() (optbinning.binning.outlier.ModifiedZScoreDetector method) (optbinning.binning.outlier.OutlierDetector method) (optbinning.binning.outlier.RangeDetector method) (optbinning.binning.outlier.YQuantileDetector method) (optbinning.binning.prebinning.PreBinning method) (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MDLP method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method) (optbinning.scorecard.Counterfactual method) (optbinning.scorecard.Scorecard method) (optbinning.scorecard.ScorecardMonitoring method)

fit_disk() (optbinning.BinningProcess method) fit_from_dict() (optbinning.BinningProcess method) fit_transform() (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method) fit_transform_disk() (optbinning.BinningProcess method)

G

generate() (optbinning.scorecard.Counterfactual method) get_binned_variable() (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) get_params() (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.binning.outlier.ModifiedZScoreDetector method) (optbinning.binning.outlier.RangeDetector method) (optbinning.binning.outlier.YQuantileDetector method) (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MDLP method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method) (optbinning.scorecard.Counterfactual method) (optbinning.scorecard.Scorecard method) (optbinning.scorecard.ScorecardMonitoring method)

get_support() (optbinning.binning.outlier.ModifiedZScoreDetector method) (optbinning.binning.outlier.OutlierDetector method) (optbinning.binning.outlier.RangeDetector method) (optbinning.binning.outlier.YQuantileDetector method) (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) gini() (in module optbinning.binning.metrics) (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property) GK (class in optbinning.binning.distributed)

H

hellinger() (in module optbinning.binning.metrics) (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property)

I

information() (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method) (optbinning.scorecard.Counterfactual method) (optbinning.scorecard.Scorecard method) (optbinning.scorecard.ScorecardMonitoring method)

intercept_ (optbinning.scorecard.Scorecard attribute) iv() (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.binning_statistics.ContinuousBinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D property)

J

jeffrey() (in module optbinning.binning.metrics) jensen_shannon() (in module optbinning.binning.metrics) jensen_shannon_multivariate() (in module optbinning.binning.metrics)

js() (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.binning_statistics.MulticlassBinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property)

K

ks() (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property)

kullback_leibler() (in module optbinning.binning.metrics)

L

load() (optbinning.BinningProcess class method) (optbinning.BinningProcessSketch class method) (optbinning.scorecard.Scorecard class method)

M

MDLP (class in optbinning) merge() (optbinning.binning.distributed.BCatSketch method) (optbinning.binning.distributed.BSketch method) (optbinning.binning.distributed.GK method) (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.BinningProcessSketch method) merge_compress() (optbinning.binning.distributed.GK method)

merge_sketches() (optbinning.binning.distributed.BSketch method) mergeable() (optbinning.binning.distributed.GK method) (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.BinningProcessSketch method) ModifiedZScoreDetector (class in optbinning.binning.outlier) MulticlassBinningTable (class in optbinning.binning.binning_statistics) MulticlassOptimalBinning (class in optbinning)

N

n() (optbinning.binning.distributed.BCatSketch property) (optbinning.binning.distributed.BSketch property) (optbinning.binning.distributed.GK property)

n_event() (optbinning.binning.distributed.BCatSketch property) (optbinning.binning.distributed.BSketch property) n_nonevent() (optbinning.binning.distributed.BCatSketch property) (optbinning.binning.distributed.BSketch property)

O

OptimalBinning (class in optbinning) OptimalBinning2D (class in optbinning)

OptimalBinningSketch (class in optbinning.binning.distributed) OptimalPWBinning (class in optbinning) OutlierDetector (class in optbinning.binning.outlier)

P

plot() (optbinning.binning.binning_statistics.BinningTable method) (optbinning.binning.binning_statistics.ContinuousBinningTable method) (optbinning.binning.binning_statistics.MulticlassBinningTable method) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D method) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D method) plot_auc_roc() (in module optbinning.scorecard) plot_cap() (in module optbinning.scorecard) plot_ks() (in module optbinning.scorecard)

plot_progress() (optbinning.binning.distributed.OptimalBinningSketch method) PreBinning (class in optbinning.binning.prebinning) predict() (optbinning.scorecard.Scorecard method) predict_proba() (optbinning.scorecard.Scorecard method) psi_plot() (optbinning.scorecard.ScorecardMonitoring method) psi_splits() (optbinning.scorecard.ScorecardMonitoring property) psi_table() (optbinning.scorecard.ScorecardMonitoring method) psi_variable_table() (optbinning.scorecard.ScorecardMonitoring method)

Q

quality_score() (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.binning_statistics.ContinuousBinningTable property) (optbinning.binning.binning_statistics.MulticlassBinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D property)

quantile() (optbinning.binning.distributed.GK method)

R

RangeDetector (class in optbinning.binning.outlier) read_json() (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method)

S

save() (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) (optbinning.scorecard.Scorecard method) SBOptimalBinning (class in optbinning.binning.uncertainty) score() (optbinning.scorecard.Scorecard method) Scorecard (class in optbinning.scorecard) ScorecardMonitoring (class in optbinning.scorecard) set_params() (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.binning.outlier.ModifiedZScoreDetector method) (optbinning.binning.outlier.RangeDetector method) (optbinning.binning.outlier.YQuantileDetector method) (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MDLP method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method) (optbinning.scorecard.Counterfactual method) (optbinning.scorecard.Scorecard method) (optbinning.scorecard.ScorecardMonitoring method)

solve() (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.BinningProcessSketch method) splits() (optbinning.binning.distributed.OptimalBinningSketch property) (optbinning.binning.prebinning.PreBinning property) (optbinning.binning.uncertainty.SBOptimalBinning property) (optbinning.ContinuousOptimalBinning property) (optbinning.ContinuousOptimalBinning2D property) (optbinning.ContinuousOptimalPWBinning property) (optbinning.MDLP property) (optbinning.MulticlassOptimalBinning property) (optbinning.OptimalBinning property) (optbinning.OptimalBinning2D property) (optbinning.OptimalPWBinning property) status() (optbinning.binning.distributed.OptimalBinningSketch property) (optbinning.binning.uncertainty.SBOptimalBinning property) (optbinning.ContinuousOptimalBinning property) (optbinning.ContinuousOptimalBinning2D property) (optbinning.ContinuousOptimalPWBinning property) (optbinning.MulticlassOptimalBinning property) (optbinning.OptimalBinning property) (optbinning.OptimalBinning2D property) (optbinning.OptimalPWBinning property) (optbinning.scorecard.Counterfactual property) summary() (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) system_stability_report() (optbinning.scorecard.ScorecardMonitoring method)

T

table() (optbinning.scorecard.Scorecard method) tests_table() (optbinning.scorecard.ScorecardMonitoring method) to_json() (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) transform() (optbinning.binning.distributed.OptimalBinningSketch method) (optbinning.binning.uncertainty.SBOptimalBinning method) (optbinning.BinningProcess method) (optbinning.BinningProcessSketch method) (optbinning.ContinuousOptimalBinning method) (optbinning.ContinuousOptimalBinning2D method) (optbinning.ContinuousOptimalPWBinning method) (optbinning.MulticlassOptimalBinning method) (optbinning.OptimalBinning method) (optbinning.OptimalBinning2D method) (optbinning.OptimalPWBinning method)

transform_disk() (optbinning.BinningProcess method) transform_event_rate_to_woe() (in module optbinning.binning.transformations) transform_woe_to_event_rate() (in module optbinning.binning.transformations) triangular() (in module optbinning.binning.metrics) (optbinning.binning.binning_statistics.BinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.BinningTable2D property)

U

update_binned_variable() (optbinning.BinningProcess method)

W

woe() (optbinning.binning.binning_statistics.ContinuousBinningTable property) (optbinning.binning.multidimensional.binning_statistics_2d.ContinuousBinningTable2D property)

Y

YQuantileDetector (class in optbinning.binning.outlier)