Gaussian Processes in Julia

Gaussian Processes in Julia

This repository contains a Julia package for Gaussian process models.

August 2024 · Jamie Fairbrother, Christopher Nemeth, Maxime Rischard, Johanni Brea, Thomas Pinder

Multivariate sensitivity analysis for a large-scale climate impact and adaptation model

Journal of the Royal Statistical Society: Series C

April 2023 · Oluwole Oyebamiji, Christopher Nemeth, Paula A Harrison, Robert W Dunford, George Cojocaru

GaussianProcesses.jl: A Nonparametric Bayes Package for the Julia Language

Journal of Statistical Software

April 2022 · Jamie Fairbrother, Christopher Nemeth, Maxime Rischard, Johanni Brea, Thomas Pinder

Gaussian processes on hypergraphs

arXiv preprint

June 2021 · Thomas Pinder, Kathryn Turnbull, Christopher Nemeth, David Leslie

Stein variational Gaussian processes

arXiv preprint

September 2020 · Thomas Pinder, Christopher Nemeth, David Leslie

Merging MCMC Subposteriors through Gaussian-Process Approximations

Bayesian Analysis

June 2018 · Christopher Nemeth, Chris Sherlock