常用python科學計算庫彙總

import numpy as np 
import pandas as pd 
import matplotlib.pyplot as plt
import seaborn as sns
import lightgbm as lgb
import xgboost as xgb
import catboost as cb
from tqdm import tqdm
import category_encoders as ce

from sklearn.model_selection import KFold, StratifiedKFold
from sklearn.metrics import accuracy_score, roc_auc_score
from scipy.stats import norm, rankdata

import warnings
import gc
import os
import time
import sys
import datetime
import matplotlib.pyplot as plt
import seaborn as sns

from sklearn.metrics import mean_squared_error
warnings.simplefilter(action='ignore', category=FutureWarning)
warnings.filterwarnings('ignore')
from sklearn import metrics

plt.style.use('seaborn')
sns.set(font_scale=1)
pd.set_option('display.max_columns', 500)
#解決中文顯示問題
plt.rcParams['font.sans-serif']=['SimHei']
plt.rcParams['axes.unicode_minus'] = False