I am trying to make a density plot using arrays x, y, and z but there is an error with the shape. I present the expected output.
import matplotlib.pyplot as plt
import matplotlib.cm as cm
import numpy as np
x=np.array([1., 3., 4., 5., 1., 3., 4., 5., 1., 3., 4., 5.])
y=np.array([0.1 , 0.1 , 0.1 , 0.1 , 0.01 , 0.01 , 0.01 , 0.01 , 0.001,
0.001, 0.001, 0.001])
z=np.array([-1.18976, -0.95538, -1.1647 , -1.11199, -1.02719, -0.83643,
-0.94146, -0.97814, -1.27374, -1.58571, -1.65026, -1.62557])
plt.imshow(z,cmap=cm.hot,label="R0")
cbar=plt.colorbar()
plt.xlabel("var",size=20)
plt.ylabel("\u03B2",size=20)
plt.show()
The error is
in <module>
plt.imshow(z,cmap=cm.hot,label="R0")
File "C:\Users\USER\anaconda3\lib\site-packages\matplotlib\pyplot.py", line 2903, in imshow
__ret = gca().imshow(
File "C:\Users\USER\anaconda3\lib\site-packages\matplotlib\__init__.py", line 1361, in inner
return func(ax, *map(sanitize_sequence, args), **kwargs)
File "C:\Users\USER\anaconda3\lib\site-packages\matplotlib\axes\_axes.py", line 5609, in imshow
im.set_data(X)
File "C:\Users\USER\anaconda3\lib\site-packages\matplotlib\image.py", line 709, in set_data
raise TypeError("Invalid shape {} for image data"
TypeError: Invalid shape (12,) for image data
The expected output is
