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Projects in Awesome Lists by JuliaGaussianProcesses

A curated list of projects in awesome lists by JuliaGaussianProcesses .

https://github.com/JuliaGaussianProcesses/KernelFunctions.jl

Julia package for kernel functions for machine learning

gaussian-processes kernel-functions kernels machine-learning

Last synced: 27 Mar 2025

https://github.com/juliagaussianprocesses/kernelfunctions.jl

Julia package for kernel functions for machine learning

gaussian-processes kernel-functions kernels machine-learning

Last synced: 16 Jan 2026

https://github.com/juliagaussianprocesses/abstractgps.jl

Abstract types and methods for Gaussian Processes.

gaussian-processes gps julia probabilistic-programming

Last synced: 15 May 2025

https://github.com/JuliaGaussianProcesses/TemporalGPs.jl

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

bayesian-inference gaussian-processes julia-language time-series

Last synced: 27 Mar 2025

https://github.com/juliagaussianprocesses/temporalgps.jl

Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html

bayesian-inference gaussian-processes julia-language time-series

Last synced: 05 Apr 2025

https://github.com/juliagaussianprocesses/parameterhandling.jl

Foundational tooling for handling collections of parameters in models

Last synced: 16 Oct 2025

https://github.com/juliagaussianprocesses/gplikelihoods.jl

Provides likelihood functions for Gaussian Processes.

gaussian-processes likelihood likelihood-functions

Last synced: 09 Mar 2026

https://github.com/juliagaussianprocesses/approximategps.jl

Approximations for Gaussian processes: sparse variational inducing point approximations, Laplace approximation, ...

Last synced: 19 Jul 2025

https://github.com/juliagaussianprocesses/augmentedgplikelihoods.jl

Provide all functions needed to work with augmented likelihoods (conditionally conjugate with Gaussians)

Last synced: 04 Jun 2026

https://github.com/juliagaussianprocesses/inducingpoints.jl

Package for different inducing points selection methods

Last synced: 26 Oct 2025

https://github.com/juliagaussianprocesses/linearmixingmodels.jl

http://proceedings.mlr.press/v119/bruinsma20a.html

Last synced: 11 Dec 2025

https://github.com/juliagaussianprocesses/abstractgpsmakie.jl

Plots of Gaussian processes with AbstractGPs and Makie

gaussian-processes julia makie plots

Last synced: 20 Jan 2026

https://github.com/juliagaussianprocesses/easygps.jl

Easy automatic fitting of JuliaGP models

Last synced: 19 Mar 2026

https://github.com/juliagaussianprocesses/randomfourierfeatures.jl

[WIP] Random Fourier Feature approximations for KernelFunctions.jl

Last synced: 19 Mar 2026

https://github.com/juliagaussianprocesses/juliagpsdocs.jl

General setup to generate examples for the JuliaGP packages

Last synced: 19 Mar 2026

https://github.com/juliagaussianprocesses/scalarkernelfunctions.jl

Kernel functions optimized for 1d input

Last synced: 09 Feb 2026

https://github.com/juliagaussianprocesses/juliagaussianprocesses.github.io

Website for the JuliaGaussianProcesses organisation and its packages

Last synced: 19 Mar 2026