How I can i conditionally change the values in a numpy array taking into account nan numbers?

Question

My array is a 2D matrix and it has numpy.nan values besides negative and positive values:

>>> array
array([[        nan,         nan,         nan, ...,         


        

Answer 1

Try:

a[a>0] = 1
a[a<0] = -1