Getting ready

Let's import the required libraries:

import numpy as np
import matplotlib.pyplot as plt
from matplotlib.ticker import (MultipleLocator, FormatStrFormatter, 
                               AutoMinorLocator)
from matplotlib.ticker import FuncFormatter