Index

A

append() (skippa.pipeline.Skippa method) apply() (skippa.pipeline.Skippa method)

as_type() (skippa.pipeline.Skippa method) assign() (skippa.pipeline.Skippa method) astype() (skippa.pipeline.Skippa method)

B

build() (skippa.pipeline.Skippa method)

C

cast() (skippa.pipeline.Skippa method) columns() (in module skippa.transformers.base)

ColumnSelector (class in skippa.transformers.base) concat() (skippa.pipeline.Skippa method) create_gradio_app() (skippa.pipeline.SkippaPipeline method)

D

DataProfile (class in skippa.profile)

E

encode_date() (skippa.pipeline.Skippa method)

F

fillna() (skippa.pipeline.Skippa method) fit() (skippa.pipeline.SkippaPipeline method) (skippa.transformers.custom.SkippaApplier method) (skippa.transformers.custom.SkippaAssigner method) (skippa.transformers.custom.SkippaCaster method) (skippa.transformers.custom.SkippaConcat method) (skippa.transformers.custom.SkippaDateEncoder method) (skippa.transformers.custom.SkippaDateFormatter method) (skippa.transformers.custom.SkippaOutlierRemover method) (skippa.transformers.custom.SkippaRenamer method) (skippa.transformers.custom.SkippaReplacer method) (skippa.transformers.custom.SkippaSelector method) (skippa.transformers.sklearn.SkippaColumnTransformer method) (skippa.transformers.sklearn.SkippaLabelEncoder method) (skippa.transformers.sklearn.SkippaMinMaxScaler method) (skippa.transformers.sklearn.SkippaOneHotEncoder method) (skippa.transformers.sklearn.SkippaOrdinalEncoder method) (skippa.transformers.sklearn.SkippaPCA method) (skippa.transformers.sklearn.SkippaSimpleImputer method) (skippa.transformers.sklearn.SkippaStandardScaler method)

fit_transform() (skippa.transformers.sklearn.SkippaColumnTransformer method) (skippa.transformers.sklearn.SkippaPCA method)

G

get_data_profile() (skippa.pipeline.SkippaPipeline method) get_dummy_data() (in module skippa.utils)

get_model() (skippa.pipeline.SkippaPipeline method) get_pipeline_params() (skippa.pipeline.SkippaPipeline method)

I

impute() (skippa.pipeline.Skippa method)

is_classification() (skippa.profile.DataProfile method) is_regression() (skippa.profile.DataProfile method)

L

label_encode() (skippa.pipeline.Skippa method)

load() (skippa.pipeline.Skippa static method) load_pipeline() (skippa.pipeline.Skippa static method)

M

make_skippa_column_transformer() (in module skippa.transformers.sklearn) MAX_NUM_DISTINCT_VALUES (skippa.profile.DataProfile attribute) model() (skippa.pipeline.Skippa method) module skippa skippa.pipeline skippa.profile skippa.transformers skippa.transformers.base skippa.transformers.custom skippa.transformers.sklearn skippa.utils

O

onehot() (skippa.pipeline.Skippa method)

ordinal_encode() (skippa.pipeline.Skippa method)

P

pca() (skippa.pipeline.Skippa method)

R

rename() (skippa.pipeline.Skippa method)

S

save() (skippa.pipeline.Skippa method) (skippa.pipeline.SkippaPipeline method) scale() (skippa.pipeline.Skippa method) select() (skippa.pipeline.Skippa method) skippa module Skippa (class in skippa.pipeline) skippa.pipeline module skippa.profile module skippa.transformers module skippa.transformers.base module skippa.transformers.custom module skippa.transformers.sklearn module skippa.utils module

SkippaApplier (class in skippa.transformers.custom) SkippaAssigner (class in skippa.transformers.custom) SkippaCaster (class in skippa.transformers.custom) SkippaColumnTransformer (class in skippa.transformers.sklearn) SkippaConcat (class in skippa.transformers.custom) SkippaDateEncoder (class in skippa.transformers.custom) SkippaDateFormatter (class in skippa.transformers.custom) SkippaLabelEncoder (class in skippa.transformers.sklearn) SkippaMinMaxScaler (class in skippa.transformers.sklearn) SkippaMixin (class in skippa.transformers.base) SkippaOneHotEncoder (class in skippa.transformers.sklearn) SkippaOrdinalEncoder (class in skippa.transformers.sklearn) SkippaOutlierRemover (class in skippa.transformers.custom) SkippaPCA (class in skippa.transformers.sklearn) SkippaPipeline (class in skippa.pipeline) SkippaRenamer (class in skippa.transformers.custom) SkippaReplacer (class in skippa.transformers.custom) SkippaSelector (class in skippa.transformers.custom) SkippaSimpleImputer (class in skippa.transformers.sklearn) SkippaStandardScaler (class in skippa.transformers.sklearn) steps (skippa.pipeline.SkippaPipeline attribute) (skippa.transformers.sklearn.SkippaColumnTransformer attribute)

T

test() (skippa.pipeline.SkippaPipeline method) transform() (skippa.transformers.custom.SkippaApplier method) (skippa.transformers.custom.SkippaAssigner method) (skippa.transformers.custom.SkippaCaster method) (skippa.transformers.custom.SkippaConcat method) (skippa.transformers.custom.SkippaDateEncoder method) (skippa.transformers.custom.SkippaDateFormatter method) (skippa.transformers.custom.SkippaOutlierRemover method) (skippa.transformers.custom.SkippaRenamer method) (skippa.transformers.custom.SkippaReplacer method) (skippa.transformers.custom.SkippaSelector method) (skippa.transformers.sklearn.SkippaColumnTransformer method) (skippa.transformers.sklearn.SkippaLabelEncoder method) (skippa.transformers.sklearn.SkippaMinMaxScaler method) (skippa.transformers.sklearn.SkippaOneHotEncoder method) (skippa.transformers.sklearn.SkippaOrdinalEncoder method) (skippa.transformers.sklearn.SkippaPCA method) (skippa.transformers.sklearn.SkippaSimpleImputer method) (skippa.transformers.sklearn.SkippaStandardScaler method)