text_plain_output_1.png
import warnings

from sklearn.preprocessing import MinMaxScaler, StandardScaler, RobustScaler, PowerTransformer
from sklearn.model_selection import cross_val_score, train_test_split, GridSearchCV, cross_val_predict
from sklearn.linear_model import LinearRegression
from sklearn.tree import DecisionTreeRegressor
from sklearn.ensemble import RandomForestRegressor, GradientBoostingRegressor, ExtraTreesRegressor, HistGradientBoostingRegressor, AdaBoostRegressor
from lightgbm import LGBMRegressor
from catboost import CatBoostRegressor
from xgboost import XGBRegressor
from sklearn.neighbors import KNeighborsRegressor
from sklearn.metrics import r2_score
from sklearn.compose import TransformedTargetRegressor
import warnings
warnings.filterwarnings('ignore')