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