categorical-variable-handling 0.1

Categorical Variable handling

• This is a package that contain some powerful Categorical feature handling algorithm :
• For that you have to install this library using pip command
• Then observe you dataset and figure out which encoding technique you wants to used
• After that call that library and do as follows:

from categorical_variable _handling import CategoricalFeature
column="Give here the list of Categorical column"
dataframe="Here give the dataframe"
encoding_type="Here give the encoding type e.g:'label','binary','ohe':one hot encoder"
handle_na="this is a boolean value if you wants to handle the NaN value then make true else make false "

cat = CategoricalFeature(df, categorical_features=c, encoding_type='ohe', handle_na=True
cat.fit_transform() #This will return the transformed value of the dataset

By. Manikant Kumar