| gaussianprocesses::v01-gp-regression | Gaussian-Process Regression from First Principles | HTML | source | R code | |
| gaussianprocesses::v02-kernels-and-composition | Covariance Kernels and Composition | HTML | source | R code | |
| gaussianprocesses::v03-marginal-likelihood-and-prediction | Marginal Likelihood, Prediction, and Uncertainty | HTML | source | R code | |
| gaussianprocesses::v04-numerical-stability | Numerical Stability in Gaussian-Process Computation | HTML | source | R code | |
| gaussianprocesses::v05-multidimensional-ard | Multidimensional Gaussian Processes and ARD | HTML | source | R code | |
| gaussianprocesses::v06-time-series | Gaussian Processes for Time Series | HTML | source | R code | |
| gaussianprocesses::v07-kernel-derivatives | Derivatives of Covariance Kernels | HTML | source | R code |