AttributeError:模块“sklearn.mixture”没有属性“GMM”

Question

我试图运行以下Python项目：

https://github.com/huanghe314/Text-Independent-Speaker-Indentification-System

它依赖于sklearn.mixture.GMM，但是尽管我已经安装了sklearn，但仍然找不到这个模块。它给出的错误如下：

Traceback (most recent call last):

File "C:/Users/User/PyCharmApp/Text-Independent-Speaker-Indentification-System-master/Code/main.py", line 85, in <module>
    p_weight[m] = training.Training_feature_Weight(Name[m] + '.wav')


File "C:\Users\User\PyCharmApp\Text-Independent-Speaker-Indentification-System-master\Code\training.py", line 24, in Training_feature_Weight
    Weight_training = Training_info.GMM_Model_Weight()
  File "C:\Users\User\PyCharmApp\Text-Independent-Speaker-Indentification-System-master\Code\GMM.py", line 31, in GMM_Model_Weight
    weight = mixture.GMM(n_components = self.M, min_covar = 0.01, n_init = 10).fit(self.features).weights_

我正在运行Python3.6。

Answer 1

根据sklearn.mixture.GMM，sklearn的当前版本不再提供文档。

从0.18版本开始被废弃:这个类将在0.20中被删除。使用sklearn.mixture.GaussianMixture代替。

有鉴于此，我相信您的选择是要么更改代码以使用GaussianMixture，要么降级您的sklearn版本。