Skip to content

lanl/wrapgp

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Wrapped Gaussian Process Modeling

Description

This repository contains the source code for an R package designed to fit wrapped Gaussian Processes (WGPs). WGPs are appropriate for when the response of interest is an angle, in which our model must fit to data on a circle. This is common when working in applications that deal with directional data, such as meteorology or physics.

The model implemented in this package is discussed in the following paper in review:

Andrew Cooper, et al. "Robust Wrapped Gaussian Process Inference for Noisy Angular Data." 2025.

Installation

wrapgp is written in R. You can install the package locally by cloning this repository, going to the folder where it was saved, and running in R:

install.packages("wrapgp", repos = NULL, type = "source")

License

This source code is protected under copyright license O# (O4843). Complete license information can be found in the file LICENSE.md.

Maintainer

Collaborators

About

Wrapped Gaussian process inference for angular response data

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published