optbinning_tutorial_6_scorecard_in_production.py

import pickle

# To pickle a Scorecard object
with open('scorecard_model.pickle', 'wb') as pfile:
   pickle.dump(scorecard, pfile)
    
# To unpickle it
with open("scorecard_model.pickle", 'rb') as scorecard_pickle:
    scorecard_production = pickle.load(scorecard_pickle)
    
# To use the Scorecard model for predictions in production
# For one sample
scorecard_production.score(df_application_test.iloc[0:1, :])

# For a few samples
scorecard_production.score(df_application_test.iloc[0:3, :])