# Implementation of matplotlib function
import matplotlib
import numpy as np
import matplotlib.cm as cm
import matplotlib.pyplot as plt
delta = 0.25
x = np.arange(-3.0, 5.0, delta)
y = np.arange(-1.3, 2.5, delta)
X, Y = np.meshgrid(x, y)
Z = (np.exp(-X**2 - Y**2) - np.exp(-(X - 1)**2 - (Y - 1)**2))
im = plt.imshow(Z, interpolation='bilinear',
origin='lower',
cmap="bone",
extent=(-3, 3, -2, 2))
levels = np.arange(-1.2, 1.6, 0.2)
CS = plt.contour(Z, levels,
origin='lower',
cmap='Greens',
linewidths=2,
extent=(-3, 3, -2, 2))
zc = CS.collections[6]
plt.setp(zc, linewidth=2)
plt.clabel(CS, levels,
inline=1,
fmt='%1.1f',
fontsize=14)
plt.title('matplotlib.pyplot.setp() Example')
plt.show()