Jupyter Notebook Template

template.ipynb

import sys
import logging

import numpy as np
import scipy as sp
import sklearn
import statsmodels.api as sm
from statsmodels.formula.api import ols

%load_ext autoreload
%autoreload 2

import matplotlib as mpl
import matplotlib.pyplot as plt
%matplotlib inline
%config InlineBackend.figure_format = 'retina'

import seaborn as sns
sns.set_context("poster")
sns.set(rc={'figure.figsize': (16, 9.)})
sns.set_style("whitegrid")

import pandas as pd
pd.set_option("display.max_rows", 120)
pd.set_option("display.max_columns", 120)

logging.basicConfig(level=logging.INFO, stream=sys.stdout)