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VB classes


VBLab provides several classes to implement VB algorithms discussed in the tutorial paper.

  • CGVB: Gaussian Variational Bayes with Cholesky decomposed covariance method
  • VAFC: Gaussian Variational Bayes with factor decomposed covariance method
  • NAGVAC: Natural gradient Gaussian Variational Approximation with factor Covariance method
  • MGVB: Manifold Gaussian Variational Bayes method