1.导库

# fix python path if working locally
from utils import fix_pythonpath_if_working_locally

fix_pythonpath_if_working_locally()

%load_ext autoreload
%autoreload 2
%matplotlib inline

import numpy as np
import pandas as pd
from tqdm import tqdm_notebook as tqdm

import matplotlib.pyplo