Beispiel #1
0
        public GaussianMixtureSurrogated(Mixture <VectorGaussian> mixture)
        {
            this.weights = new List <double>(mixture.Weights);

            this.means     = new List <double[]>();
            this.variances = new List <double[][]>();
            for (int i = 0; i < mixture.Components.Count; ++i)
            {
                MicrosoftResearch.Infer.Maths.Vector mean = mixture.Components[i].GetMean();
                PositiveDefiniteMatrix variance           = mixture.Components[i].GetVariance();

                this.means.Add(mean.ToArray());
                this.variances.Add(MatrixToJaggedArray(variance.ToArray()));
            }
        }