pdpipe first look

pdpipe_first_look.py

>>> df = pd.DataFrame(
        data=[[4, 165, 'USA'], [2, 180, 'UK'], [2, 170, 'Greece']],
        index=['Dana', 'Jane', 'Nick'],
        columns=['Medals', 'Height', 'Born']
    )
>>> df
      Medals  Height    Born
Dana       4     165     USA
Jane       2     180      UK
Nick       2     170  Greece
>>> import pdpipe as pdp
>>> pipeline = pdp.ColDrop('Medals').Scale('MinMaxScaler').OneHotEncode('Born')
>>> pipeline(df)
        Height  Born_UK  Born_USA
Dana  0.000000        0         1
Jane  1.000000        1         0
Nick  0.333333        0         0