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Deleting every second element in an array

The task is pretty simple the solution is it as well: I've got an array that is too big to be shown for pylab's imshow. Without cropping it a segmentation fault occurs. The idea is to reduce the size by deleting every second element. This is how you do it:   data = np.random.rand(4000,4000) smaler_data = data[::2, ::2]