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toad 0.0.62 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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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
after_export() (toad.scorecard.ScoreCard method)
AIC() (in module toad.metrics)
append_func() (toad.preprocessing.process.Processing method)
apply() (toad.preprocessing.process.Processing method)
(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)
BinsMixin (class in toad.utils.mixin)
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)
Combiner (class in toad.transform)
combiner (toad.scorecard.ScoreCard attribute)
corr_plot() (in module toad.plot)
countBlank() (in module toad.detector)
D
Decorator (class in toad.utils.decorator)
default_rule() (toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
(toad.utils.mixin.RulesMixin method)
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)
dtype (toad.stats.indicator attribute)
E
ELSE_GROUP (toad.transform.Combiner attribute)
(toad.utils.mixin.BinsMixin attribute)
EMPTY_BIN (toad.transform.Combiner attribute)
(toad.utils.mixin.BinsMixin attribute)
entropy() (in module toad.stats)
entropy_cond (in module toad.stats)
exec() (toad.preprocessing.process.Processing method)
export() (toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
(toad.utils.mixin.RulesMixin method)
F
F (class in toad.preprocessing.process)
F1() (in module toad.metrics)
feature_splits() (in module toad.utils.func)
features_ (toad.scorecard.ScoreCard attribute)
fillna() (in module toad.utils.func)
filter() (toad.preprocessing.process.F method)
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)
flatten_columns() (in module toad.utils.func)
format_bins() (toad.transform.Combiner class method)
(toad.utils.mixin.BinsMixin class method)
frame_exclude (class in toad.utils.decorator)
G
GBDTTransformer (class in toad.transform)
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)
groupby() (toad.preprocessing.process.Processing method)
H
has_nan() (in module toad.utils.func)
I
indicator (class in toad.stats)
inter_feature() (in module toad.utils.func)
intercept_ (toad.scorecard.ScoreCard attribute)
is_buildin (toad.preprocessing.process.F attribute)
is_class (toad.utils.decorator.Decorator attribute)
is_continuous() (in module toad.utils.func)
isin() (toad.preprocessing.process.Mask method)
isna() (toad.preprocessing.process.Mask method)
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)
(toad.utils.mixin.RulesMixin method)
load_from_json (class in toad.utils.decorator)
loglikelihood() (toad.selection.StatsModel method)
M
Mask (class in toad.preprocessing.process)
matrix() (in module toad.metrics)
merge (in module toad.merge)
method_name (toad.utils.decorator.proxy_docstring attribute)
MSE() (in module toad.metrics)
N
n_features_ (toad.scorecard.ScoreCard attribute)
name (toad.preprocessing.process.F attribute)
(toad.stats.indicator attribute)
need_filter (toad.preprocessing.process.F attribute)
need_merge (toad.stats.indicator attribute)
np_count() (in module toad.utils.func)
np_unique() (in module toad.utils.func)
NUMBER_EXP (toad.transform.Combiner attribute)
(toad.utils.mixin.BinsMixin attribute)
P
p_value() (toad.selection.StatsModel method)
Parallel (class in toad.utils.func)
parse_bins() (toad.transform.Combiner class method)
(toad.utils.mixin.BinsMixin class method)
Partition (class in toad.preprocessing.partition)
partition() (toad.preprocessing.partition.Partition method)
(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)
process() (toad.preprocessing.process.Processing method)
Processing (class in toad.preprocessing.process)
proportion_plot() (in module toad.plot)
proxy_docstring (class in toad.utils.decorator)
PSI() (in module toad.metrics)
push() (toad.preprocessing.process.Mask method)
Q
quality() (in module toad.stats)
QuantileMerge() (in module toad.merge)
R
read_json() (in module toad.utils.func)
replay() (toad.preprocessing.process.Mask method)
require_first (toad.utils.decorator.load_from_json attribute)
require_target (toad.utils.decorator.support_dataframe attribute)
roc_plot() (in module toad.plot)
rules (toad.transform.Combiner attribute)
(toad.transform.GBDTTransformer attribute)
(toad.transform.Transformer attribute)
(toad.transform.WOETransformer attribute)
(toad.utils.mixin.RulesMixin attribute)
RulesMixin (class in toad.utils.mixin)
S
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_rules() (toad.transform.Combiner 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)
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.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)
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)
update() (toad.transform.Combiner method)
(toad.transform.GBDTTransformer method)
(toad.transform.Transformer method)
(toad.transform.WOETransformer method)
(toad.utils.mixin.RulesMixin 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)
wrapper() (toad.stats.indicator method)
(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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