import collections import pathlib # データ処理周り import numpy as np import pandas as pd from IPython.core.display import display # 可視化ライブラリ import matplotlib.pyplot as plt from matplotlib import cm # colormap import seaborn as sns %matplotlib inline # pandasのwarningが邪魔なので import warnings warnings.filterwarnings('ignore') # options # pd.set_option('display.max_columns', 50) plt.style.use('ggplot')