woodwork.utils.get_valid_mi_types

woodwork.utils.get_valid_mi_types()[source]

Generate a list of LogicalTypes that are valid for calculating mutual information. Note that index columns are not valid for calculating mutual information, but their types may be returned by this function.

Parameters

None –

Returns

A list of the LogicalTypes that can be use to calculate mutual information

Return type

list(LogicalType)

woodwork.utils.concat_columns woodwork.utils.read_file