最近のJupyter Notebookの1セル目

# Jupyterのセル内容をすべて出力する設定
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity ='all'

import pandas as pd
pd.set_option('display.max_columns', 99)

# 進捗の確認
from fastprogress import master_bar, progress_bar

import numpy as np
import pandas_profiling as pdp

from sklearn.model_selection import train_test_split,KFold,StratifiedKFold,GridSearchCV
from sklearn.preprocessing import LabelEncoder
from sklearn.metrics import roc_auc_score

import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib inline

# 警告を消す
import warnings
from pandas.core.common import SettingWithCopyWarning
warnings.simplefilter(action='ignore', category=SettingWithCopyWarning)
warnings.simplefilter(action='ignore', category=FutureWarning)

# 乱数固定
SEED = 2019
# K分割はほぼ5で分割
N_FOLDS = 5

# ディレクトリはKaggleっぽく切る
import gc
import os
print(os.listdir("../input"))