Creating a Colormap Legend in Matplotlib
PythonMatplotlibPython Problem Overview
I am using imshow() in matplotlib like so:
import numpy as np
import matplotlib.pyplot as plt
mat = '''SOME MATRIX'''
plt.imshow(mat, origin="lower", cmap='gray', interpolation='nearest')
plt.show()
How do I add a legend showing the numeric value for the different shades of gray. Sadly, my googling has not uncovered an answer :(
Thank you in advance for the help.
Vince
Python Solutions
Solution 1 - Python
Simple, just plt.colorbar():
import numpy as np
import matplotlib.pyplot as plt
mat = np.random.random((10,10))
plt.imshow(mat, origin="lower", cmap='gray', interpolation='nearest')
plt.colorbar()
plt.show()
Solution 2 - Python
There's a builtin colorbar() function in pyplot. Here's an example using subplots:
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
plot = ax.pcolor(data)
fig.colorbar(plot);
Solution 3 - Python
As usual, I figure it out right after I ask it ;). For posterity, here's my stab at it:
m = np.zeros((1,20))
for i in range(20):
m[0,i] = (i*5)/100.0
print m
plt.imshow(m, cmap='gray', aspect=2)
plt.yticks(np.arange(0))
plt.xticks(np.arange(0,25,5), [0,25,50,75,100])
plt.show()
I'm sure there exists a more elegant solution.
Vince