tools.py 文件源码

def __get_pd_median(data, c=1.):
    """Get the median and the mad of data

    Args:
        data (numpy.ndarray): the data

    Returns:
        float, float: the median and the mad
    """
    p = np.nanmedian(data)
    d = np.nanmedian(np.abs(data - p)) / c  # d is the MAD

    return p, d