How to go to diagonal covariances of the Gaussian component in the mixture?

There are Gaussian mixture components with full covariance matrices . how to switch to this distribution in the form of Gaussian mixtures with diagonal covariance matrices. Thank you.
July 9th 19 at 10:31
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