how to check if value is np.nan code example

Example 1: python numpy array check if all nans

np.all(np.isnan(numpy_array))

Example 2: check nan values in a np array

array_has_nan = np.isnan(array_sum)

Example 3: numpy is not nan

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