Man pages for GauPro
Gaussian Process Fitting

arma_mult_cube_vecCube multiply over first dimension
corr_cubic_matrix_symCCorrelation Cubic matrix in C (symmetric)
corr_exponential_matrix_symCCorrelation Gaussian matrix in C (symmetric)
corr_gauss_dCdXCorrelation Gaussian matrix gradient in C using Armadillo
corr_gauss_matrixGaussian correlation
corr_gauss_matrix_armaCCorrelation Gaussian matrix in C using Armadillo
corr_gauss_matrixCCorrelation Gaussian matrix in C using Rcpp
corr_gauss_matrix_sym_armaCCorrelation Gaussian matrix in C using Armadillo (symmetric)
corr_gauss_matrix_symCCorrelation Gaussian matrix in C (symmetric)
corr_latentfactor_matrixmatrixCCorrelation Latent factor matrix in C (symmetric)
corr_latentfactor_matrix_symCCorrelation Latent factor matrix in C (symmetric)
corr_matern32_matrix_symCCorrelation Matern 3/2 matrix in C (symmetric)
corr_matern52_matrix_symCCorrelation Gaussian matrix in C (symmetric)
corr_orderedfactor_matrixmatrixCCorrelation ordered factor matrix in C (symmetric)
corr_orderedfactor_matrix_symCCorrelation ordered factor matrix in C (symmetric)
CubicCubic Kernel R6 class
ExponentialExponential Kernel R6 class
FactorKernelFactor Kernel R6 class
GauProGauPro_selector
GauPro_baseClass providing object with methods for fitting a GP model
GauPro_GaussCorr Gauss GP using inherited optim
GauPro_Gauss_LOOCorr Gauss GP using inherited optim
GauPro_kernelKernel R6 class
GauPro_kernel_betaBeta Kernel R6 class
GauPro_kernel_modelGaussian process model with kernel
GauPro_kernel_model_LOOCorr Gauss GP using inherited optim
GauPro_trendTrend R6 class
GaussianGaussian Kernel R6 class
Gaussian_devianceCCalculate the Gaussian deviance in C
Gaussian_hessianCCalculate Hessian for a GP with Gaussian correlation
Gaussian_hessianCCGaussian hessian in C
Gaussian_hessianRCalculate Hessian for a GP with Gaussian correlation
GowerFactorKernelGower factor Kernel R6 class
gpkmGaussian process regression model
gradfuncarrayCalculate gradfunc in optimization to speed up. NEEDS TO...
gradfuncarrayRCalculate gradfunc in optimization to speed up. NEEDS TO...
IgnoreIndsKernelKernel R6 class
kernel_cubic_dCDerivative of cubic kernel covariance matrix in C
kernel_exponential_dCDerivative of Matern 5/2 kernel covariance matrix in C
kernel_gauss_dCDerivative of Gaussian kernel covariance matrix in C
kernel_latentFactor_dCDerivative of covariance matrix of X with respect to kernel...
kernel_matern32_dCDerivative of Matern 5/2 kernel covariance matrix in C
kernel_matern52_dCDerivative of Matern 5/2 kernel covariance matrix in C
kernel_orderedFactor_dCDerivative of covariance matrix of X with respect to kernel...
kernel_productGaussian Kernel R6 class
kernel_sumGaussian Kernel R6 class
LatentFactorKernelLatent Factor Kernel R6 class
Matern32Matern 3/2 Kernel R6 class
Matern52Matern 5/2 Kernel R6 class
OrderedFactorKernelOrdered Factor Kernel R6 class
PeriodicPeriodic Kernel R6 class
plus-.GauPro_kernelKernel sum
PowerExpPower Exponential Kernel R6 class
predict.GauProPredict for class GauPro
print.summary.GauProPrint summary.GauPro
RatQuadRational Quadratic Kernel R6 class
sqrt_matrixFind the square root of a matrix
summary.GauProif (F) # Plot is automatically dispatched, same with print...
times-.GauPro_kernelKernel product
trend_0Trend R6 class
trend_cTrend R6 class
trend_LMTrend R6 class
TriangleTriangle Kernel R6 class
WhiteWhite noise Kernel R6 class
GauPro documentation built on April 11, 2023, 6:06 p.m.