Numpy how to iterate over columns of array?

This should give you a start

>>> for col in range(arr.shape[1]):
    some_function(arr[:,col])


[1 2 3 4]
[99 14 12 43]
[2 5 7 1]

Just iterate over the transposed of your array:

for column in array.T:
   some_function(column)