toad
0.0.59
toad package
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toad
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B
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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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J
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K
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L
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M
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N
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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
A
AIC() (in module toad.metrics)
apply() (toad.utils.func.Parallel 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)
C
call() (toad.utils.decorator.Decorator method)
ChiMerge() (in module toad.merge)
clip() (in module toad.utils.func)
coef_ (toad.scorecard.ScoreCard attribute)
column_quality() (in module toad.stats)
combine() (toad.scorecard.ScoreCard method)
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)
diff_time() (in module toad.utils.func)
diff_time_frame() (in module toad.utils.func)
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
entropy() (in module toad.stats)
entropy_cond (in module toad.stats)
export() (toad.scorecard.ScoreCard method)
(toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
F
F1() (in module toad.metrics)
feature_splits() (in module toad.utils.func)
fillna() (in module toad.utils.func)
fit() (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_transform() (toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
frame_exclude (class in toad.utils.decorator)
G
GBDTTransformer (class in toad.transform)
generate_card() (toad.scorecard.ScoreCard method)
generate_map() (toad.scorecard.ScoreCard method)
generate_str() (in module toad.utils.func)
generate_target() (in module toad.utils.func)
get_criterion() (toad.selection.StatsModel method)
get_dummies() (in module toad.utils.func)
get_estimator() (toad.selection.StatsModel method)
getDescribe() (in module toad.detector)
getTopValues() (in module toad.detector)
gini() (in module toad.stats)
gini_cond (in module toad.stats)
H
has_nan() (in module toad.utils.func)
I
inter_feature() (in module toad.utils.func)
is_class (toad.utils.decorator.Decorator attribute)
is_continuous() (in module toad.utils.func)
isNumeric() (in module toad.detector)
iter_df() (in module toad.utils.func)
IV (in module toad.stats)
J
join() (toad.utils.func.Parallel method)
K
KMeansMerge() (in module toad.merge)
KS() (in module toad.metrics)
KS_bucket() (in module toad.metrics)
KS_by_col() (in module toad.metrics)
L
load() (toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
load_from_json (class in toad.utils.decorator)
loglikelihood() (toad.selection.StatsModel method)
M
matrix() (in module toad.metrics)
merge (in module toad.merge)
method_name (toad.utils.decorator.proxy_docstring attribute)
MSE() (in module toad.metrics)
N
np_count() (in module toad.utils.func)
np_unique() (in module toad.utils.func)
P
p_value() (toad.selection.StatsModel method)
Parallel (class in toad.utils.func)
predict() (toad.scorecard.ScoreCard method)
proba_to_score() (toad.scorecard.ScoreCard method)
probability() (in module toad.stats)
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)
require_first (toad.utils.decorator.load_from_json attribute)
require_target (toad.utils.decorator.support_dataframe attribute)
roc_plot() (in module toad.plot)
S
save_json() (in module toad.utils.func)
save_to_json (class in toad.utils.decorator)
ScoreCard (class in toad.scorecard)
select() (in module toad.selection)
select_dtypes (class in toad.utils.decorator)
set_card() (toad.scorecard.ScoreCard method)
set_combiner() (toad.scorecard.ScoreCard method)
set_model() (toad.scorecard.ScoreCard method)
set_rules() (toad.transform.Combiner method)
set_score() (toad.scorecard.ScoreCard method)
setup() (toad.utils.decorator.Decorator method)
split_target() (in module toad.utils.func)
SSE() (in module toad.metrics)
stats() (toad.selection.StatsModel method)
StatsModel (class in toad.selection)
StepMerge() (in module toad.merge)
stepwise() (in module toad.selection)
support_dataframe (class in toad.utils.decorator)
T
t_value() (toad.selection.StatsModel method)
target (toad.utils.decorator.support_dataframe attribute)
testing_frame() (toad.scorecard.ScoreCard method)
to_ndarray() (in module toad.utils.func)
toad (module)
toad.detector (module)
toad.merge (module)
toad.metrics (module)
toad.plot (module)
toad.scorecard (module)
toad.selection (module)
toad.stats (module)
toad.transform (module)
toad.utils.decorator (module)
toad.utils.func (module)
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
unpack_tuple() (in module toad.utils.func)
V
VIF() (in module toad.stats)
W
WOE() (in module toad.stats)
woe_to_score() (toad.scorecard.ScoreCard method)
WOETransformer (class in toad.transform)
wrapper() (toad.utils.decorator.Decorator method)
(toad.utils.decorator.frame_exclude method)
(toad.utils.decorator.load_from_json method)
(toad.utils.decorator.save_to_json method)
(toad.utils.decorator.select_dtypes method)
(toad.utils.decorator.support_dataframe method)
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