fl4health.feature_alignment.string_columns_transformer module¶

class TextColumnTransformer(transformer)[source]¶

Bases: BaseEstimator, TransformerMixin

The purpose of this class is to enable the application of text feature transformers from sklearn to a single-column pandas dataframe, which is not supported in the first place.

fit(X, y=None)[source]¶

Return type:: TextColumnTransformer

transform(X)[source]¶

Return type:: DataFrame

class TextMulticolumnTransformer(transformer)[source]¶

Bases: BaseEstimator, TransformerMixin

The purpose of this class is to enable the application of text feature transformers from sklearn to multiple string columns, which is not supported in the first place.

fit(X, y=None)[source]¶

Return type:: TextMulticolumnTransformer

transform(X)[source]¶

Return type:: DataFrame