In [1]:

    

import numpy as np


    

In [2]:

    

import skimage.util


    

In [3]:

    

a = np.arange(1, 7).reshape(2, 3)
print(a)


    

    




[[1 2 3]
 [4 5 6]]

In [4]:

    

b = a * 10
print(b)


    

    




[[10 20 30]
 [40 50 60]]

In [5]:

    

c = a * 100
print(c)


    

    




[[100 200 300]
 [400 500 600]]

In [6]:

    

m = skimage.util.montage([a, b, c])
print(m)


    

    




[[  1   2   3  10  20  30]
 [  4   5   6  40  50  60]
 [100 200 300 129 129 129]
 [400 500 600 129 129 129]]

In [7]:

    

print(m.shape)


    

    




(4, 6)

In [8]:

    

abc = np.array([a, b, c])
print(abc)


    

    




[[[  1   2   3]
  [  4   5   6]]

 [[ 10  20  30]
  [ 40  50  60]]

 [[100 200 300]
  [400 500 600]]]

In [9]:

    

print(abc.shape)


    

    




(3, 2, 3)

In [10]:

    

print(skimage.util.montage(abc))


    

    




[[  1   2   3  10  20  30]
 [  4   5   6  40  50  60]
 [100 200 300 129 129 129]
 [400 500 600 129 129 129]]

In [11]:

    

d = a[:, :2]
print(d)


    

    




[[1 2]
 [4 5]]

In [12]:

    

# skimage.util.montage([a, b, c, d])
# ValueError: could not broadcast input array from shape (2,3) into shape (2)


    

In [13]:

    

print(np.mean(np.array([a, b, c])))


    

    




129.5

In [14]:

    

print(skimage.util.montage([a, b, c], fill=0))


    

    




[[  1   2   3  10  20  30]
 [  4   5   6  40  50  60]
 [100 200 300   0   0   0]
 [400 500 600   0   0   0]]

In [15]:

    

print(skimage.util.montage([a, b, c], grid_shape=(1, 3)))


    

    




[[  1   2   3  10  20  30 100 200 300]
 [  4   5   6  40  50  60 400 500 600]]

In [16]:

    

print(skimage.util.montage([a, b, c], grid_shape=(3, 1)))


    

    




[[  1   2   3]
 [  4   5   6]
 [ 10  20  30]
 [ 40  50  60]
 [100 200 300]
 [400 500 600]]

In [17]:

    

# print(skimage.util.montage([a, b, c], grid_shape=(1, 2)))
# IndexError: list index out of range


    

In [18]:

    

print(skimage.util.montage([a, b, c], grid_shape=(2, 3)))


    

    




[[  1   2   3  10  20  30 100 200 300]
 [  4   5   6  40  50  60 400 500 600]
 [129 129 129 129 129 129 129 129 129]
 [129 129 129 129 129 129 129 129 129]]

In [19]:

    

print(skimage.util.montage([a, b, c], grid_shape=(2, 3), fill=0))


    

    




[[  1   2   3  10  20  30 100 200 300]
 [  4   5   6  40  50  60 400 500 600]
 [  0   0   0   0   0   0   0   0   0]
 [  0   0   0   0   0   0   0   0   0]]

In [20]:

    

print(skimage.util.montage([a, b, c], padding_width=1))


    

    




[[129 129 129 129 129 129 129 129 129]
 [129   1   2   3 129  10  20  30 129]
 [129   4   5   6 129  40  50  60 129]
 [129 129 129 129 129 129 129 129 129]
 [129 100 200 300 129 129 129 129 129]
 [129 400 500 600 129 129 129 129 129]
 [129 129 129 129 129 129 129 129 129]]

In [21]:

    

print(skimage.util.montage([a, b, c], padding_width=1, fill=0))


    

    




[[  0   0   0   0   0   0   0   0   0]
 [  0   1   2   3   0  10  20  30   0]
 [  0   4   5   6   0  40  50  60   0]
 [  0   0   0   0   0   0   0   0   0]
 [  0 100 200 300   0   0   0   0   0]
 [  0 400 500 600   0   0   0   0   0]
 [  0   0   0   0   0   0   0   0   0]]