np.nditer
automatically iterates of the elements of an array row-wise. Is there a way to iterate of elements of an array columnwise?
x = np.array([[1,3],[2,4]])
for i in np.nditer(x):
print i
# 1
# 3
# 2
# 4
What I want is:
for i in Columnwise Iteration(x):
print i
# 1
# 2
# 3
# 4
Is my best bet just to transpose my array before doing the iteration?
Best Answer
For completeness, you don't necessarily have to transpose the matrix before iterating through the elements. With
np.nditer
you can specify the order of how to iterate through the matrix. The default is usually row-major or C-like order. You can override this behaviour and choose column-major, or FORTRAN-like order which is what you desire. Simply specify an additional argumentorder
and set this flag to'F'
when usingnp.nditer
:You can read more about how to control the order of iteration here: http://docs.scipy.org/doc/numpy-1.10.0/reference/arrays.nditer.html#controlling-iteration-order