You need what's known as a ListedColorMap
:
import numpy as np import matplotlib.pyplot as plt import matplotlib as mpl # random data x = np.random.random_integers(0, 1, (10, 10)) fig, ax = plt.subplots() # define the colors cmap = mpl.colors.ListedColormap(['r', 'k']) # create a normalize object the describes the limits
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