Feature Encoders
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A
add_constant() (in module feature_encoders.utils)
add_interaction() (feature_encoders.compose._compose.ModelStructure method)
add_main_effect() (feature_encoders.compose._compose.ModelStructure method)
add_new_feature() (feature_encoders.compose._compose.ModelStructure method)
add_seasonality() (feature_encoders.models.seasonal.SeasonalPredictor method)
as_filter (feature_encoders.validate.LinearSchema attribute)
(feature_encoders.validate.schemas.LinearSchema attribute)
as_list() (in module feature_encoders.utils)
as_series() (in module feature_encoders.utils)
C
CategoricalEncoder (class in feature_encoders.encode)
CategoricalSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
check_encode_as() (feature_encoders.validate.CategoricalSchema class method)
(feature_encoders.validate.schemas.CategoricalSchema class method)
check_extrapolation() (feature_encoders.validate.schemas.SplineSchema class method)
(feature_encoders.validate.SplineSchema class method)
check_lists() (feature_encoders.validate.CategoricalSchema class method)
(feature_encoders.validate.schemas.CategoricalSchema class method)
check_max_features() (feature_encoders.validate.CategoricalSchema class method)
(feature_encoders.validate.schemas.CategoricalSchema class method)
check_remainder() (feature_encoders.validate.CyclicalSchema class method)
(feature_encoders.validate.DatetimeSchema class method)
(feature_encoders.validate.schemas.CyclicalSchema class method)
(feature_encoders.validate.schemas.DatetimeSchema class method)
(feature_encoders.validate.schemas.TrendSchema class method)
(feature_encoders.validate.TrendSchema class method)
check_strategy() (feature_encoders.validate.schemas.SplineSchema class method)
(feature_encoders.validate.SplineSchema class method)
check_subset() (feature_encoders.validate.DatetimeSchema class method)
(feature_encoders.validate.schemas.DatetimeSchema class method)
check_X() (in module feature_encoders.utils)
check_y() (in module feature_encoders.utils)
component_matrix (feature_encoders.compose._compose.FeatureComposer property)
components (feature_encoders.compose._compose.ModelStructure property)
CyclicalFeatures (class in feature_encoders.generate)
CyclicalSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
D
DatetimeFeatures (class in feature_encoders.generate)
DatetimeSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
degree (feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
dof (feature_encoders.models.grouped.GroupedPredictor property)
(feature_encoders.models.linear.LinearPredictor property)
ds (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.DatetimeSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
(feature_encoders.validate.schemas.DatetimeSchema attribute)
(feature_encoders.validate.schemas.TrendSchema attribute)
(feature_encoders.validate.TrendSchema attribute)
E
encode_as (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
excluded_categories (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
extrapolation (feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
F
feature (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.LinearSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
(feature_encoders.validate.schemas.LinearSchema attribute)
(feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
feature_encoders
module
feature_encoders.compose
module
feature_encoders.compose._compose
module
feature_encoders.encode
module
feature_encoders.generate
module
feature_encoders.models
module
feature_encoders.models.grouped
module
feature_encoders.models.linear
module
feature_encoders.models.seasonal
module
feature_encoders.settings
module
feature_encoders.utils
module
feature_encoders.validate
module
feature_encoders.validate.schemas
module
FeatureComposer (class in feature_encoders.compose._compose)
fit() (feature_encoders.compose._compose.FeatureComposer method)
(feature_encoders.encode.CategoricalEncoder method)
(feature_encoders.encode.ICatEncoder method)
(feature_encoders.encode.ICatLinearEncoder method)
(feature_encoders.encode.ICatSplineEncoder method)
(feature_encoders.encode.IdentityEncoder method)
(feature_encoders.encode.ISplineEncoder method)
(feature_encoders.encode.ProductEncoder method)
(feature_encoders.encode.SafeOneHotEncoder method)
(feature_encoders.encode.SafeOrdinalEncoder method)
(feature_encoders.encode.SplineEncoder method)
(feature_encoders.encode.TargetClusterEncoder method)
(feature_encoders.generate.CyclicalFeatures method)
(feature_encoders.generate.DatetimeFeatures method)
(feature_encoders.generate.TrendFeatures method)
(feature_encoders.models.grouped.GroupedPredictor method)
(feature_encoders.models.linear.LinearPredictor method)
(feature_encoders.models.seasonal.SeasonalPredictor method)
fourier_order (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
from_config() (feature_encoders.compose._compose.ModelStructure class method)
G
get_categorical_cols() (in module feature_encoders.utils)
get_datetime_data() (in module feature_encoders.utils)
GroupedPredictor (class in feature_encoders.models.grouped)
I
ICatEncoder (class in feature_encoders.encode)
ICatLinearEncoder (class in feature_encoders.encode)
ICatSplineEncoder (class in feature_encoders.encode)
IdentityEncoder (class in feature_encoders.encode)
include_bias (feature_encoders.validate.LinearSchema attribute)
(feature_encoders.validate.schemas.LinearSchema attribute)
(feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
ISplineEncoder (class in feature_encoders.encode)
L
LinearPredictor (class in feature_encoders.models.linear)
LinearSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
load_config() (in module feature_encoders.utils)
M
max_features (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
max_n_categories (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
maybe_reshape_2d() (in module feature_encoders.utils)
min_samples_leaf (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
ModelStructure (class in feature_encoders.compose._compose)
module
feature_encoders
feature_encoders.compose
feature_encoders.compose._compose
feature_encoders.encode
feature_encoders.generate
feature_encoders.models
feature_encoders.models.grouped
feature_encoders.models.linear
feature_encoders.models.seasonal
feature_encoders.settings
feature_encoders.utils
feature_encoders.validate
feature_encoders.validate.schemas
N
n_knots (feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
n_parameters (feature_encoders.models.grouped.GroupedPredictor property)
(feature_encoders.models.linear.LinearPredictor property)
name (feature_encoders.validate.schemas.TrendSchema attribute)
(feature_encoders.validate.TrendSchema attribute)
P
period (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
predict() (feature_encoders.models.grouped.GroupedPredictor method)
(feature_encoders.models.linear.LinearPredictor method)
(feature_encoders.models.seasonal.SeasonalPredictor method)
ProductEncoder (class in feature_encoders.encode)
R
random_state (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
remainder (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.DatetimeSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
(feature_encoders.validate.schemas.DatetimeSchema attribute)
(feature_encoders.validate.schemas.TrendSchema attribute)
(feature_encoders.validate.TrendSchema attribute)
replace (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.DatetimeSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
(feature_encoders.validate.schemas.DatetimeSchema attribute)
(feature_encoders.validate.schemas.TrendSchema attribute)
(feature_encoders.validate.TrendSchema attribute)
S
SafeOneHotEncoder (class in feature_encoders.encode)
SafeOrdinalEncoder (class in feature_encoders.encode)
seasonality (feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
SeasonalPredictor (class in feature_encoders.models.seasonal)
SplineEncoder (class in feature_encoders.encode)
SplineSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
strategy (feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
stratify_by (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
subset (feature_encoders.validate.DatetimeSchema attribute)
(feature_encoders.validate.schemas.DatetimeSchema attribute)
T
TargetClusterEncoder (class in feature_encoders.encode)
tensor_product() (in module feature_encoders.utils)
transform() (feature_encoders.compose._compose.FeatureComposer method)
(feature_encoders.encode.CategoricalEncoder method)
(feature_encoders.encode.ICatEncoder method)
(feature_encoders.encode.ICatLinearEncoder method)
(feature_encoders.encode.ICatSplineEncoder method)
(feature_encoders.encode.IdentityEncoder method)
(feature_encoders.encode.ISplineEncoder method)
(feature_encoders.encode.ProductEncoder method)
(feature_encoders.encode.SafeOneHotEncoder method)
(feature_encoders.encode.SafeOrdinalEncoder method)
(feature_encoders.encode.SplineEncoder method)
(feature_encoders.encode.TargetClusterEncoder method)
(feature_encoders.generate.CyclicalFeatures method)
(feature_encoders.generate.DatetimeFeatures method)
(feature_encoders.generate.TrendFeatures method)
TrendFeatures (class in feature_encoders.generate)
TrendSchema (class in feature_encoders.validate)
(class in feature_encoders.validate.schemas)
type (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.CyclicalSchema attribute)
(feature_encoders.validate.DatetimeSchema attribute)
(feature_encoders.validate.LinearSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CyclicalSchema attribute)
(feature_encoders.validate.schemas.DatetimeSchema attribute)
(feature_encoders.validate.schemas.LinearSchema attribute)
(feature_encoders.validate.schemas.SplineSchema attribute)
(feature_encoders.validate.schemas.TrendSchema attribute)
(feature_encoders.validate.SplineSchema attribute)
(feature_encoders.validate.TrendSchema attribute)
U
unknown_value (feature_encoders.validate.CategoricalSchema attribute)
(feature_encoders.validate.schemas.CategoricalSchema attribute)
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