sklearn-dummies

Scikit-learn label binarizer with support for missing values

Usage example

import pandas as pd
import sklearn_dummies as skdm

df = pd.DataFrame(['A', 'B', None, 'A'], columns=['val'])

df_dummy = skdm.DataFrameDummies().fit_transform(df)

Result:

	val_A	val_B
0	1.0	0.0
1	0.0	1.0
2	NaN	NaN
3	1.0	0.0

Installing

Sklearn-dummies is available in PyPI. Install via pip:

pip install sklearn_dummies

Docs

They're here