Index

_

__init__() (toad.nn.module.Module method) (toad.nn.trainer.callback method) (toad.nn.trainer.History method) (toad.nn.trainer.Trainer method) (toad.preprocessing.partition.TimePartition method) (toad.preprocessing.partition.ValuePartition method) (toad.preprocessing.process.F method) (toad.preprocessing.process.Mask method) (toad.preprocessing.process.Processing method) (toad.scorecard.ScoreCard method) (toad.transform.GBDTTransformer method) (toad.utils.decorator.Decorator method)

A

after_export() (toad.scorecard.ScoreCard method) after_load() (toad.scorecard.ScoreCard method)

AIC() (in module toad.metrics) apply() (toad.preprocessing.process.Processing method) AUC() (in module toad.metrics)

B

badrate() (in module toad.stats) badrate_plot() (in module toad.plot) BIC() (in module toad.metrics) bin_by_splits() (in module toad.utils.func)

bin_plot() (in module toad.plot) bin_to_number() (in module toad.utils.func) bin_to_score() (toad.scorecard.ScoreCard method) binary_focal_loss() (in module toad.nn.functional)

C

callback (class in toad.nn.trainer) ChiMerge() (in module toad.merge) clip() (in module toad.utils.func) coef_ (toad.scorecard.ScoreCard property)

column_quality() (in module toad.stats) Combiner (class in toad.transform) corr_plot() (in module toad.plot) countBlank() (in module toad.detector)

D

Decorator (class in toad.utils.decorator) derivative() (in module toad.utils.func) detect() (in module toad.detector) device (toad.nn.module.Module property) DistModule (class in toad.nn.module) distributed() (toad.nn.module.Module method) (toad.nn.trainer.Trainer method)

drop_corr() (in module toad.selection) drop_empty() (in module toad.selection) drop_iv() (in module toad.selection) drop_var() (in module toad.selection) drop_vif() (in module toad.selection) DTMerge() (in module toad.merge)

E

earlystopping (class in toad.nn.trainer) entropy() (in module toad.stats) entropy_cond() (in module toad.stats) evaluate() (toad.nn.module.Module method) (toad.nn.trainer.Trainer method)

export() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method)

F

F (class in toad.preprocessing.process) F1() (in module toad.metrics) feature_bin_stats() (in module toad.stats) feature_splits() (in module toad.utils.func) fit() (toad.nn.module.Module method) (toad.scorecard.ScoreCard method) (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method) fit_() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.WOETransformer method)

fit_step() (toad.nn.module.Module method) fit_transform() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method) flatten_columns() (in module toad.utils.func) flooding() (in module toad.nn.functional) focal_loss() (in module toad.nn.functional) focal_loss_for_numpy() (in module toad.nn.functional) format_bins() (toad.transform.Combiner class method) frame_exclude (class in toad.utils.decorator)

G

GBDTTransformer (class in toad.transform) generate_target() (in module toad.utils.func) get_best_state() (toad.nn.trainer.earlystopping method) get_dummies() (in module toad.utils.func) get_reason() (toad.scorecard.ScoreCard method)

getDescribe() (in module toad.detector) getTopValues() (in module toad.detector) gini() (in module toad.stats) gini_cond() (in module toad.stats) groupby() (toad.preprocessing.process.Processing method)

H

History (class in toad.nn.trainer)

I

indicator (class in toad.stats) isNumeric() (in module toad.detector)

iter_df() (in module toad.utils.func) IV() (in module toad.stats)

K

KMeansMerge() (in module toad.merge) KS() (in module toad.metrics)

KS_bucket() (in module toad.metrics) KS_by_col() (in module toad.metrics) ks_plot() (in module toad.plot)

L

label_smoothing() (in module toad.nn.functional) load() (toad.nn.module.Module method) (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method)

load_from_json (class in toad.utils.decorator) log() (toad.nn.module.Module method) (toad.nn.trainer.History method)

M

Mask (class in toad.preprocessing.process) matrix() (in module toad.metrics) merge() (in module toad.merge) module toad toad.detector toad.merge toad.metrics toad.nn.functional toad.nn.module toad.nn.trainer toad.plot toad.preprocessing.partition toad.preprocessing.process toad.scorecard toad.selection toad.stats toad.transform toad.utils.decorator toad.utils.func toad.utils.mixin

Module (class in toad.nn.module) MSE() (in module toad.metrics)

P

parse_bins() (toad.transform.Combiner class method) partition() (toad.preprocessing.partition.TimePartition method) (toad.preprocessing.partition.ValuePartition method) partitionby() (toad.preprocessing.process.Processing method) performance (class in toad.utils.decorator) predict() (toad.scorecard.ScoreCard method)

predict_proba() (toad.scorecard.ScoreCard method) proba_to_score() (toad.scorecard.ScoreCard method) probability() (in module toad.stats) Processing (class in toad.preprocessing.process) proportion_plot() (in module toad.plot) proxy_docstring (class in toad.utils.decorator) PSI() (in module toad.metrics)

Q

quality() (in module toad.stats)

QuantileMerge() (in module toad.merge)

R

read_json() (in module toad.utils.func)

reset() (toad.nn.trainer.earlystopping method) roc_plot() (in module toad.plot)

S

save() (toad.nn.module.Module method) save_json() (in module toad.utils.func) save_to_json (class in toad.utils.decorator) score_to_proba() (toad.scorecard.ScoreCard method) ScoreCard (class in toad.scorecard) select() (in module toad.selection) select_dtypes (class in toad.utils.decorator) set_model() (toad.nn.trainer.Trainer method) set_output() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method)

set_rules() (toad.transform.Combiner method) setup() (toad.nn.trainer.earlystopping method) split_target() (in module toad.utils.func) SSE() (in module toad.metrics) StepMerge() (in module toad.merge) stepwise() (in module toad.selection) support_dataframe (class in toad.utils.decorator) support_numpy (class in toad.utils.decorator)

T

testing_frame() (toad.scorecard.ScoreCard method) TimePartition (class in toad.preprocessing.partition) to_ndarray() (in module toad.utils.func) toad module toad.detector module toad.merge module toad.metrics module toad.nn.functional module toad.nn.module module toad.nn.trainer module toad.plot module toad.preprocessing.partition module toad.preprocessing.process module

toad.scorecard module toad.selection module toad.stats module toad.transform module toad.utils.decorator module toad.utils.func module toad.utils.mixin module train() (toad.nn.trainer.Trainer method) Trainer (class in toad.nn.trainer) transform() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method) transform_() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.WOETransformer method) Transformer (class in toad.transform)

U

update() (toad.transform.Combiner method) (toad.transform.GBDTTransformer method) (toad.transform.Transformer method) (toad.transform.WOETransformer method)

V

ValuePartition (class in toad.preprocessing.partition)

VIF() (in module toad.stats)

W

WOE() (in module toad.stats)

woe_to_score() (toad.scorecard.ScoreCard method) WOETransformer (class in toad.transform)

X

xgb_loss (class in toad.utils.decorator)