Snippet for the first block in Jupyter Notebook. Import core libraries, set random seed, enable autoreload imported files

init_jupyter.py

%load_ext autoreload
%autoreload 2

import pandas as pd
from tqdm import tqdm_notebook, tqdm_pandas, tnrange
import time
import numpy as np
from IPython.display import clear_output
import pickle as pkl
import os
import random as rn
import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib inline

def reproducibility():
    os.environ['PYTHONHASHSEED'] = '0'
    np.random.seed(42)
    rn.seed(12345)
#     tf.set_random_seed(1234) # if you use tensorflow

reproducibility()
pd.set_option('display.max_colwidth', 1000)