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function l=gmmlpdf(x,m,v,w) %GMMPDF calculated the pdf of a mixture of gaussians p=(x,m,v,w) % % Inputs: n data values, k mixtu…
mixture 源代码
探索Mixture技术的奥秘，这里汇集了28个精选资源，涵盖从基础理论到高级应用的全方位内容。Mixture技术在信号处理、数据融合及机器学习等领域展现出卓越性能，是实现复杂系统优化的关键。无论您是初学者还是资深工程师，都能在这里找到宝贵的学习资料和技术文档，助力您的项目开发与研…
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function x=randvec(n,m,c,w,mode) %RANDVEC Generate real or complex random vectors X=(N,M,C,W,MODE) % generates a random matrix …
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function [m,v,w,g,f,gg,pp,mi,pm]=gaussmix(x,c,l,m0,v0,w0) %GAUSSMIX fits a gaussian mixture pdf to a set of data observations [m,…
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function tralala= em2 %%This programm estimates the parameters of a mixture of two univariate %%normals using the EM algorithm a…
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function tralala= em1 %%This programm estimates the parameters of a mixture of two univariate %%normals using the EM algorithm a…
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This directory implements Cluster Weighted Regression, as described in Neil Gershenfeld, "The nature of mathematical modelling", …
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function x = mixgauss_sample(mu, Sigma, labels) % MIXGAUSS_SAMPLE Sample from a mixture of Gaussians given known mixture labels …
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function [new_mu, new_Sigma, new_Sigma2] = collapse_mog(mu, Sigma, coefs) % COLLAPSE_MOG Collapse a mixture of Gaussians to a sin…
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function [new_mu, new_Sigma, new_Sigma2] = collapse_mog(mu, Sigma, coefs) % COLLAPSE_MOG Collapse a mixture of Gaussians to a sin…
源码文件
This directory implements Cluster Weighted Regression, as described in Neil Gershenfeld, "The nature of mathematical modelling", …