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[转载]python一行搞定Z-score标准化

[转载]python一行搞定Z-score标准化

作者: AeroZ | 来源:发表于2020-08-29 16:41 被阅读0次

python一行搞定Z-score标准化

https://blog.csdn.net/weixin_43886356/article/details/106160802

https://www.pythonheidong.com/blog/article/377292/

from sklearn import preprocessing
data = preprocessing.scale(values) #注意,这里的values是array

Z-Score数据标准化处理(python代码)

(https://www.cnblogs.com/ryuham/p/4776268.html

#/usr/bin/python
 
def Z_Score(data):
    lenth = len(data)
    total = sum(data)
    ave = float(total)/lenth
    tempsum = sum([pow(data[i] - ave,2) for i in range(lenth)])
    tempsum = pow(float(tempsum)/lenth,0.5)
    for i in range(lenth):
        data[i] = (data[i] - ave)/tempsum
    return data
 
print Z_Score([2,2,3,4,5,6,7,8])
print Z_Score([10,20,30,40,50,60,70,80])
print Z_Score([20,20,30,40,50,60,70,80])

https://www.cnblogs.com/52why/p/13182372.html

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