In machine learning, after we train the model, we need to save the model locally. Use joblib to implement a simple model saving method:
import joblib
#保存模型
def save_model(model, filepath):
# 后缀一般用pkl
joblib.dump(model, filename=filepath)
def load_model(filepath):
model = joblib.load(filepath)
return model