Hi,
Is there a way to make the gmm use a shared covariance matrix, i.e. indicate that all components have the same covariance matrix. This is a feature of the Matlab gmm implementation and it restricts the model to be more similar to KMeans. I assume that what Matlab is calling shared covariance matrix is really the pooled covariance matrix.