Answer by Mazdak for NumPy: filter rows by np.array

You can use np.where,but note that as ar[:,0] is a list of first elements if ar you need to loop over it and check for membership :

>>> ar[np.where([i in another_ar for i in ar[:,0]])]array([[  1,   2],       [  6, -15]])