text_plain_output_1.png image_output_1.png
import warnings

import numpy as np
import pandas as pd
import gc
from tqdm.notebook import tqdm
from sklearn.model_selection import GroupKFold
from sklearn.metrics import roc_auc_score
from sklearn.metrics import f1_score
import lightgbm as lgb
import matplotlib.pyplot as plt
import seaborn as sns
import warnings
warnings.filterwarnings('ignore')