fl4health.feature_alignment.tab_features_info_encoder module¶

class TabularFeaturesInfoEncoder(tabular_features, tabular_targets)[source]¶

__init__(tabular_features, tabular_targets)[source]¶

This class encodes all the information required to perform feature alignment on tabular datasets.

NOTE: targets are not included in tabular_features

Parameters:

static encoder_from_dataframe(df, id_column, target_columns, fill_values=None)[source]¶

features_by_type(tabular_type)[source]¶

static from_json(json_str)[source]¶

get_categories_list()[source]¶

Return type:: list[dict[str, int] | list[Union[bool, bytes, float, int, str]]]

get_feature_columns()[source]¶

get_tabular_features()[source]¶

get_tabular_targets()[source]¶

get_target_columns()[source]¶

get_target_dimension()[source]¶

type_to_features()[source]¶