Model Persistance

Machine Learning

Saving the Model

import pickle

# Store in Binary
# File can have any extension, pkl is used
pickle.dump(model, open(<file_name.pkl>, 'wb')) 

Loading the Model

import pickle

loaded_model = pickle.load(open(<file_name.plk>, "rb"))

Neural Networks

Saving the model

pd.DataFrame(<model_history>.history).to_csv("<history_file>")