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JuliaGaussianProcesses

14 indexed repositories · View on GitHub

• Stheno.jl

  Probabilistic Programming with Gaussian processes in Julia

  Julia · 341 stars

• AbstractGPs.jl

  Abstract types and methods for Gaussian Processes.

  Julia · 287 stars

• KernelFunctions.jl

  Julia package for kernel functions for machine learning

  Julia · 275 stars

• TemporalGPs.jl

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

  Julia · 122 stars

• ParameterHandling.jl

  Foundational tooling for handling collections of parameters in models

  Julia · 74 stars

• GPLikelihoods.jl

  Provides likelihood functions for Gaussian Processes.

  Julia · 44 stars

• ApproximateGPs.jl

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

  Julia · 37 stars

• BayesianLinearRegressors.jl

  Bayesian Linear Regression in Julia

  Julia · 30 stars

• AugmentedGPLikelihoods.jl

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

  Julia · 22 stars

• InducingPoints.jl

  Package for different inducing points selection methods

  Julia · 8 stars

• LinearMixingModels.jl

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

  Julia · 5 stars

• RandomFourierFeatures.jl

  [WIP] Random Fourier Feature approximations for KernelFunctions.jl

  Julia · 3 stars

• JuliaGPsDocs.jl

  General setup to generate examples for the JuliaGP packages

  Julia · 1 star

• JuliaGaussianProcesses.github.io

  Website for the JuliaGaussianProcesses organisation and its packages

  HTML · 0 stars