image_output_3.png image_output_2.png image_output_1.png
import warnings

import pandas as pd
import numpy as np
import random
import os
import gc
from sklearn.preprocessing import PolynomialFeatures
from sklearn.metrics import mean_squared_error
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LinearRegression, Ridge
import matplotlib.pyplot as plt
import seaborn as sns
import warnings
warnings.filterwarnings('ignore')