Expectation Maximization Algorithm with Gaussian Mixture Model

版本 1.1 (27.6 KB) 作者: Shujaat Khan

Matlab Implementation of EM Algorithm with GMM

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更新时间 2014/11/2

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Implementation of Expectation Maximization algorithm for Gaussian Mixture model,
considering data of 20 points and modeling that data using two Gaussian distribution using EM algorithm

引用格式

Shujaat Khan (2024). Expectation Maximization Algorithm with Gaussian Mixture Model (https://www.mathworks.com/matlabcentral/fileexchange/45817-expectation-maximization-algorithm-with-gaussian-mixture-model), MATLAB Central File Exchange. 检索来源 2024/7/27.

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创建方式 R2011a

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AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Cluster Analysis and Anomaly Detection > Gaussian Mixture Models >

在 Help Center 和 MATLAB Answers 中查找有关 Gaussian Mixture Models 的更多信息

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启发作品: Gaussian mixture model parameter estimation with prior hyper parameters

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EM_Algorithm/

gauss_dist(x,meu,sigma )

EM_Algorithm/html/

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版本	已发布	发行说明
1.1	2014/11/2	Toolbox for R2014b	Zip Toolbox
1.0.0.0	2014/3/10		下载

Expectation Maximization Algorithm with Gaussian Mixture Model