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Notebook Imports

from sklearn.datasets import load_boston
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LinearRegression
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np

import statsmodels.api as sm 
from statsmodels.stats.outliers_influence import variance_inflation_factor


!pip install jovian --upgrade --quiet
import jovian

jovian.commit(project= '04 Multivariate Regression')

%matplotlib inline 
boston_dataset = load_boston()
type(boston_dataset)