How to get kernel density estimation for multi-dimensional dataset?

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Hello, I have a multi-dimensioanl dataset, e.g., X:dim*number of records. Which Matlab function can estimate kernel density for multi-dimensional dataset? This issue has confused me for so long time. Thanks for anybody's help. May mvnpdf figure it out?

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