Tools

• Spacetime Explorer: Interactive visualization of space-time covariance functions

Python Package

• gpbayeskit: This package implements space-time models for spatio-temporal data (adapted from R packages GPBayes and STVGP)

R Packages

• STVGP: This package implements space-time covariance models with Vecchia GP approximation
• GPBayes: This package serves a basic tool for Gaussian process modeling in uncertainty quantification
• ARCokrig: This package implements autoregressive cokriging for multifidelity codes (or computer models)

Lecture Notes

• Multivariate Data Analysis: Lecture Notes for the course on Multivariate Data Analysis taught at Iowa State University.