how to split matrix into 4 quadrants in python using numpy

问题

I'm new to Python. I'm trying to implement Strassen's Algorithm. The size of the matrix will always be a power of 2 in my implementation. So, how do I divide the matrix into 4 equal sized quadrants? Thanks

回答1:

>>> xs = np.arange(16)
>>> xs
array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15])
>>> xs.reshape(4, 4)
array([[ 0,  1,  2,  3],
       [ 4,  5,  6,  7],
       [ 8,  9, 10, 11],
       [12, 13, 14, 15]])
>>> xs = xs.reshape(4, 4)
>>> a, b, c, d = xs[:2, :2], xs[2:, :2], xs[:2, 2:], xs[2:, 2:]
>>> print(a, b, c, d, sep='\n')
[[0 1]
 [4 5]]
[[ 8  9]
 [12 13]]
[[2 3]
 [6 7]]
[[10 11]
 [14 15]]

replace 2, with len(xs) // 2.

来源：https://stackoverflow.com/questions/25855180/how-to-split-matrix-into-4-quadrants-in-python-using-numpy