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timweiland (Tim Weiland) · GitHub

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  1. Latte.jl Latte.jl Public

    Probabilistic programming for latent Gaussian models in Julia. INLA, TMB, and HMC-Laplace, all in one.

    Julia 48 2

  2. GaussianMarkovRandomFields.jl GaussianMarkovRandomFields.jl Public

    Bayesian inference on spatial and spatiotemporal data, faster than you can say "Cholesky!"

    Julia 19 3

  3. FunctionalGPs.jl FunctionalGPs.jl Public

    Mix & match point observations, derivatives and integrals for Gaussian process regression in Julia

    Julia 3

  4. SelectedInversion.jl SelectedInversion.jl Public

    Fast selected inversion of sparse matrices

    Julia 4

  5. GPFiniteVolume.jl GPFiniteVolume.jl Public

    Code for the paper "Scalable Bayesian Inference for Nonlinear Conservation Laws" [ICML '26]

    Julia 14 1

  6. gp-fvm gp-fvm Public

    Probabilistic Finite Volume Method based on Affine Gaussian Process inference

    Jupyter Notebook 11 1

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