Skip to contents
gaussianprocesses
1.0.0.9000
Reference
Articles
Mathematical vignettes
Gaussian-Process Regression from First Principles
Covariance Kernels and Composition
Marginal Likelihood, Prediction, and Uncertainty
Numerical Stability in Gaussian-Process Computation
Multidimensional Gaussian Processes and ARD
Gaussian Processes for Time Series
Derivatives of Covariance Kernels
Worked examples
Worked example: time-series workflow
Worked example: spectral mixture on Mauna Loa CO2
Validation
Validation: independent references and reproductions
Research notes
Heteroscedastic Gaussian Processes
Sparse Gaussian Processes: Initial Approximation
Sparse Gaussian Processes: VFE, FITC, and Inducing Points
Simulation and Benchmark Protocol
Research note: hyperparameter uncertainty and identifiability
Research note: binary classification with latent Gaussian processes
Research note: count data with latent Gaussian processes
Multi-output Gaussian processes
Changelog
License
YEAR: 2026 COPYRIGHT HOLDER: Diogo Ribeiro