Package jgpml.covariancefunctions

package jgpml.covariancefunctions
  • Class
    Description
    CovarianceFunction
     
    CovLINard
    Linear covariance function with Automatic Relevance Determination (ARD).
    CovLINone
    Linear covariance function with a single hyperparameter.
    CovNNone
    Neural network covariance function with a single parameter for the distance measure.
    CovNNoneNoise
    Neural network covariance function with a single parameter for the distance measure and white noise.
    CovNoise
    Independent covariance function, ie "white noise", with specified variance.
    CovSEard
    Squared Exponential covariance function with Automatic Relevance Detemination (ARD) distance measure.
    CovSEiso
    Squared Exponential covariance function with isotropic distance measure.
    CovSum
    Composes a covariance function as the sum of other covariance functions.
    MatrixOperations
    Some useful operations defined over Matrices