Hi,
In sage -n=ipython matplotlib doesn't display embedded figure but just 
object.
But python does it : How can we do it with matplotlib ?

In [2]:

%display latex
%matplotlib inline

import numpy as np
import matplotlib.pyplot as plt
​
# Make some fake data.
a = b = np.arange(0,3, .02)
c = np.exp(a)
d = c[::-1]
​
# Create plots with pre-defined labels.
plt.plot(a, c, 'k--', label='Model length')
plt.plot(a, d, 'k:', label='Data length')
plt.plot(a, c+d, 'k', label='Total message length')
​
legend = plt.legend(loc='upper center', shadow=True, fontsize='x-large')
​
# Put a nicer background color on the legend.
legend.get_frame().set_facecolor('#00FFCC')
​
plt.show()
<matplotlib.figure.Figure object at 0x7f356e727e90>
In [ ]:


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