how to check if a value is nan in python numpy code example

Example 1: check if something is nan python

import math
print math.isnan(float('NaN'))OutputTrue
print math.isnan(1.0)OutputFalse

Example 2: numpy is not nan

a = a[~np.isnan(a)]