# Gaussian Process Fitting

## Documentation for package ‘GauPro’ version 0.2.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

*.GauPro_kernel | Kernel product
+.GauPro_kernel | Kernel sum
arma_mult_cube_vec | Cube multiply over first dimension
corr_exponential_matrix_symC | Correlation Gaussian matrix in C (symmetric)
corr_gauss_dCdX | Correlation Gaussian matrix gradient in C using Armadillo
corr_gauss_matrix | Gaussian correlation
corr_gauss_matrixC | Correlation Gaussian matrix in C using Rcpp
corr_gauss_matrix_armaC | Correlation Gaussian matrix in C using Armadillo
corr_gauss_matrix_symC | Correlation Gaussian matrix in C (symmetric)
corr_gauss_matrix_sym_armaC | Correlation Gaussian matrix in C using Armadillo (symmetric)
corr_matern32_matrix_symC | Correlation Gaussian matrix in C (symmetric)
corr_matern52_matrix_symC | Correlation Gaussian matrix in C (symmetric)
Exponential | Exponential Kernel R6 class
GauPro | GauPro_selector
GauPro_base | Class providing object with methods for fitting a GP model
GauPro_Gauss | Corr Gauss GP using inherited optim
GauPro_Gauss_LOO | Corr Gauss GP using inherited optim
GauPro_kernel | Kernel R6 class
GauPro_kernel_beta | Beta Kernel R6 class
GauPro_kernel_model | GauPro model that uses kernels
GauPro_kernel_model_LOO | Corr Gauss GP using inherited optim
GauPro_trend | Trend R6 class
Gaussian | Gaussian Kernel R6 class
Gaussian_devianceC | Calculate the Gaussian deviance in C
Gaussian_hessianC | Calculate Hessian for a GP with Gaussian correlation
Gaussian_hessianCC | Gaussian hessian in C
Gaussian_hessianR | Calculate Hessian for a GP with Gaussian correlation
gradfuncarray | Calculate gradfunc in optimization to speed up. NEEDS TO APERM dC_dparams Doesn't need to be exported, should only be useful in functions.
kernel_gauss_dC | Correlation Gaussian matrix in C (symmetric)
kernel_product | Gaussian Kernel R6 class
kernel_sum | Gaussian Kernel R6 class
Matern32 | Matern 3/2 Kernel R6 class
Matern52 | Matern 5/2 Kernel R6 class
Periodic | Periodic Kernel R6 class
plot.GauPro | Plot for class GauPro
PowerExp | Power Exponential Kernel R6 class
predict.GauPro | Predict for class GauPro
RatQuad | Rational Quadratic Kernel R6 class
sqrt_matrix | Find the square root of a matrix
trend_0 | Trend R6 class
trend_c | Trend R6 class
trend_LM | Trend R6 class
Triangle | Triangle Kernel R6 class
White | White noise Kernel R6 class