GaussianMixtureModel.reset_parameters

GaussianMixtureModel.reset_parameters()[source]

Resets the parameters of the GMM.

  • Component probabilities are initialized via uniform sampling and normalization.

  • Means are initialized randomly from a Standard Normal.

  • Cholesky precisions are initialized randomly based on the covariance type. For all covariance types, it is based on uniform sampling.

Return type:

None