Above all, sorry for my bad English.
I have this array t:
array([[ 0, 1, 2, 0, 4, 5, 6, 7, 8, 9],
[ 0, 11, 0, 13, 0,
Similar to Juh_, but more expressive, and avoiding some minor unnecessary performance overhead. A grand total of 12 highly pythonic, explicit and unambigious characters. This is really numpy 101; if you are still trying to wrap your head around this, you would do yourself a favor by reading a numpy primer.
import numpy as np
a = np.array([[ 0, 1, 2, 0, 4, 5, 6, 7, 8, 9],
[ 0, 11, 0, 13, 0, 15, 0, 17, 18, 0]])
print a[:,a[1]!=0]