Python numpy 归一化和标准化 代码实现

版权声明:本文为博主原创文章,转载请说明出处。 https://blog.csdn.net/kane7csdn/article/details/86475918

归一化 (Normalization)、标准化 (Standardization)和中心化/零均值化 (Zero-centered)

def normalization(data):
    _range = np.max(data) - np.min(data)
    return (data - np.min(data)) / _range


def standardization(data):
    mu = np.mean(data, axis=0)
    sigma = np.std(data, axis=0)
    return (data - mu) / sigma

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