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    Enum ConjugateDirichlet.ApproximationMethod

    Approximation method to use for non-analytic expectations. Asymptotic: use expectations under the approximating Gamma distribution GaussHermiteQuadrature: Use Gauss-Hermite quadrature with 32 quadrature points ClenshawCurtisQuadrature: Use Clenshaw Curtis quadrature with an adaptive number of quadrature points

    Namespace: Microsoft.ML.Probabilistic.Distributions
    Assembly: Microsoft.ML.Probabilistic.dll
    Syntax
    public enum ApproximationMethod

    Fields

    Name Description
    Asymptotic

    Uses the approximation Gamma(Shape+K(D-1)/2,Rate-KDlogD)

    ClenshawCurtisQuadrature

    Clenshaw Curtis Quadrature

    GaussHermiteQuadrature

    Gaussian Hermite quadrature, using Asymptotic as the proposal distribution

    GaussHermiteQuadratureLaplace

    Gaussian Hermite quadrature, using Asymptotic as the proposal distribution if shape less than 1 and Laplace approximation as the proposal distribution otherwise

    GaussLaguerreQuadrature

    Gauss Laguerre Quadrature

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