#import packages for data manipulation
import pandas as pd
import numpy as np

#import packages for machine learning
from sklearn import linear_model
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import OneHotEncoder, OrdinalEncoder
from sklearn.metrics import mean_squared_error, r2_score

#import packages for data management
import joblib