dataframify

mastml.legos.feature_normalizers.dataframify(transform)[source]

Method which is a decorator transforms output of scikit-learn feature normalizers from array to dataframe. Enables preservation of column names.

Args:

transform: (function), a scikit-learn feature selector that has a transform method

Returns:

new_transform: (function), an amended version of the transform method that returns a dataframe