(Sorry if a similar question had raised before)..
if I fitted my data with Gaussian Mixture Model and got three parameters (Means, Covariances, Weights) with, for example, this python code:
gmm = GaussianMixture(n_components=8, covariance_type="full", max_iter=100, verbose=1).fit(x)
How can I get my original data x back by using only these three GMM parameters: gmm.means_, gmm.covariances_, gmm.weights_ with 8 components.
I need to reconstruct my data again. Thank you in advance!