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because you are only guaranteed to find a local maximum likelihood estimate each time the EM algorithm executes. Section 3. A Python Example Using EM to Parameterize a Gaussian Mixture Model Code Snippet: An example of a Gaussian Mixture Model (GMM) which uses expectation maximization to cluster an