Above all, sorry for my bad English.
I have this array t:
t
array([[ 0, 1, 2, 0, 4, 5, 6, 7, 8, 9], [ 0, 11, 0, 13, 0,
Simple (fully numpy) solution:
import numpy as np t = np.array([[ 0, 1, 2, 0, 4, 5, 6, 7, 8, 9], [ 0, 11, 0, 13, 0, 15, 0, 17, 18, 0]]) indices_to_keep = t[1].nonzero()[0] print t[:,indices_to_keep] # [[ 1 0 5 7 8] # [11 13 15 17 18]]