def almost_eq(arr1, arr2, thresh=1E-11, ret_error=False):
    """ checks if floating point number are equal to a threshold
    """
    error = np.abs(arr1 - arr2)
    passed = error < thresh
    if ret_error:
        return passed, error
    return passed
checks if floating point number are equal to a threshold