Fast Bayesian Gaussian Process Regression Fitting
Regular Bayesian fitting of Gaussian process regression on regular gri...
Create 256 colors gradually transitioning from Blue to Yellow to Red.
Create orthogonal eigen functions
Compute eigen functions
Compute eigen values for the standard modified exponential squared cor...
Fast Bayesian fitting of Gaussian process
Create spatial grids.
Graphical representation of one, two, three-dimensional curves
Graphical representation of multiple curves in one and two-dimensional...
Gaussian process predictions
Simulate curve on d-dimensional Euclidean space based on Gaussian proc...
Simulate multiple curves on d-dimensional Euclidean space based on Gau...
Compute the standardized grids
Summary of posterior inference on the Bayesian Gaussian process regres...
Bayesian inferences on nonparametric regression via Gaussian Processes with a modified exponential square kernel using a basis expansion approach.