中文说明:高斯混合模型在很多领域用于模型训练集的某些相似之处其中的数据。我的代码由以数据作为输入的训练集和混合比率作为输出和回馈的意思是说的协方差估计高斯混合模型的参数。代码可能很慢,因为它连续的性质,但它不执行也比原来的 matlab 代码 gmdistribution.fit 的数据量是非常大的情况下。
English Description:
Gaussian Mixture model is used in many fields to model a training set of data owing to certain similarities among them. My code estimates the parameters of a Gaussian mixture model by taking in the training set of data as input and giving back the mean, covariance and mixing ratios as the output. The code might be slow because of its sequential nature but it does perform well than the original matlab code gmdistribution.fit in case the amount of data is very large.