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pythonstatisticspackagemixture-model

Using PyMix, saving m.em() 's final iteration to a vector or something

I'm using the pymix package to solve a mixture model. 

        m = mixture.MixtureModel(3,[0.1,0.8,0.1], [n1,n2,n3])

        # Resolver el Mixture model

        m.EM(data,100,0.1)

I cant afterwards do a

        print m

and I can see the final means and std's for a mixture of 3 gaussians. The problem is that I want to access these means and std's to to some computations with them but have no idea how to do so, m.EM() returns a tuple of posterior matrix and log-likelihood from the last iteration but apparently not these means and standard deviations, is there something im missing here? Thank you in advanced.

Solution

  • I know nothing of PyMix, but print m calls m.__str__(), and the source code is readily available for you to see where each value comes from.