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toad 0.1.2 documentation
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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P
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Q
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R
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S
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T
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U
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V
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W
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X
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__init__ (toad.transform.Combiner attribute)
(toad.transform.Transformer attribute)
(toad.transform.WOETransformer attribute)
__init__() (toad.nn.module.Module method)
(toad.nn.trainer.History method)
(toad.nn.trainer.Trainer method)
(toad.nn.trainer.callback 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 attribute)
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)
detect() (in module toad.detector)
device (toad.nn.module.Module attribute)
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 (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)
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)
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