A Minimalistic package to apply Gaussian Process in R


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Documentation for package ‘gpr’ version 1.1

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covNoise Independent noise function.
covNoise, array, array, integer, logic Independent noise function.
covSEiso Squared Exponential covariance function with isotropic distance measure.
covSEiso, array, array, integer, logic Squared Exponential covariance function with isotropic distance measure.
covSum Sum of covariance functions
covSum, string, array, array, integer, logic Sum of covariance functions
gpr Gaussian process regression function.
gpr, logtheta, covfunc.gpr, x, y, xstar , TRUE Gaussian process regression function.
gpr, logtheta, covfunc.gpr, x, y Gaussian process regression function.
minimize Minimize function for differentiable multivariate functions.
minimize, array, string, integer, string, array, array Minimize function for differentiable multivariate functions.