image_output_2.png image_output_1.png
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import MinMaxScaler, OneHotEncoder, StandardScaler
from sklearn.inspection import PartialDependenceDisplay
from lightgbm import LGBMRegressor