Source code for sklearn_utils.preprocessing.feature_renaming
from sklearn.base import TransformerMixin
from sklearn_utils.utils import map_dict_list, map_dict
[docs]class FeatureRenaming(TransformerMixin):
'''
Preprocessing to re-name features.
'''
[docs] def __init__(self, names, case_sensetive=False):
'''
:names: dict which contain old feature names as key and new names as value.
:case_insensetive: performs mactching case sensetive
'''
self.names = names if case_sensetive else map_dict(
names, key_func=lambda k, v: k.lower())
[docs] def fit(self, X, y=None):
return self