%pylab inline

from matplotlib import rcParams
print rcParams['backend']

x = np.linspace(0, 10, 1000)
plt.plot(x, np.sin(x))

matplotlib.rcParams['figure.facecolor'] = 'w'

x = np.linspace(0, 10, 1000)
plt.plot(x, np.sin(x))

import pylab  # note that this import is automatic in `%pylab` or `%pylab inline` mode

pylab.figure()  # this is optional: if you just call plot(), a figure will be created
pylab.plot(x, np.sin(x))
pylab.title('plot 1: sine')

pylab.figure()
pylab.plot(x, np.cos(x))
pylab.title('plot 2: cosine')

import matplotlib.pyplot as plt  # Again, in pylab mode this import happens automatically

fig1 = plt.figure()
ax1 = fig1.add_subplot(1, 1, 1)
ax1.plot(x, np.sin(x))
ax1.set_title('sine')

fig2 = plt.figure()
ax2 = fig2.add_subplot(1, 1, 1)
ax2.plot(x, np.cos(x))
ax2.set_title('cosine')

fig1 = plt.figure()
fig2 = plt.figure()

ax1 = fig1.add_subplot(1, 1, 1)
ax2 = fig2.add_subplot(1, 1, 1)

ax1.plot(x, np.sin(x))
ax2.plot(x, np.cos(x))

ax1.set_title('sine')
ax2.set_title('cosine')

%pylab

x = np.linspace(0, 10, 1000)

fig, ax = plt.subplots()
lines = ax.plot(x, np.sin(x))
print lines

lines[0].set_color('green')
fig.canvas.draw()

lines[0].set_linewidth(3)
fig.canvas.draw()

txt = plt.text(4, 0.5, "Hello")

txt.set_size(20)
txt.set_color('blue')
fig.canvas.draw()

txt.set_x(7)
txt.set_y(-0.5)
fig.canvas.draw()

lines[0].set_ydata(np.sin(2 * x))
fig.canvas.draw()

for i in range(100):
    lines[0].set_ydata(np.sin(x + 0.1 * i))
    fig.canvas.draw()

txt.set_