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Hi Try Gaussian Mixture Model ,it similar to kmeans but differs in few ways in nutshell think of kmeans as hard clustering model where 1 sample is assigned to only one cluster whereas GMM is soft clustering technique that tells the density(probability) of the each Gaussian mixtures(consider this as the cluster) to that data point,you can get both the labels ...

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