Featurewiz Snippet

featurewiz.py

from featurewiz import featurewiz

# out1 and out2: is always a tuple containing two objects. 
# In our case, it is going to be "test" and "train" dataframes with the important features selected by featurewiz
trainm, testm = featurewiz(
    df_train, 
    target='target', 
    corr_limit=0.7, 
    verbose=2, 
    sep=",",
    header=0,
    test_data=df_test,     
    feature_engg="", # we do not want featurewiz to create any additional features in this experiment
    category_encoders="OrdinalEncoder" #OrdinalEncoder
)