因此,在numpy数组中,有一个内置函数来获取对角线索引,但我似乎不知道如何从右上而不是左上角开始获得对角线。
这是从左上角开始的正常代码:
>>> import numpy as np
>>> array = np.arange(25).reshape(5,5)
>>> diagonal = np.diag_indices(5)
>>> array
array([[ 0, 1, 2, 3, 4],
[ 5, 6, 7, 8, 9],
[10, 11, 12, 13, 14],
[15, 16, 17, 18, 19],
[20, 21, 22, 23, 24]])
>>> array[diagonal]
array([ 0, 6, 12, 18, 24])
但我想要它返回,
array([ 4, 8, 12, 16, 20])
有
In [47]: np.diag(np.fliplr(array))
Out[47]: array([ 4, 8, 12, 16, 20])
或
In [48]: np.diag(np.rot90(array))
Out[48]: array([ 4, 8, 12, 16, 20])
np.diag(np.fliplr(array))
更快:
In [50]: %timeit np.diag(np.fliplr(array))
100000 loops, best of 3: 4.29 us per loop
In [51]: %timeit np.diag(np.rot90(array))
100000 loops, best of 3: 6.09 us per loop
step = len(array) - 1
# This will make a copy
array.flat[step:-step:step]
# This will make a veiw
array.ravel()[step:-step:step]