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  1. NonLinPDEs-GPsolver NonLinPDEs-GPsolver Public

    Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes

    Jupyter Notebook 33 5

  2. GaussianProcessPDEs GaussianProcessPDEs Public

    An integrated demo: Gaussian processes for PDEs and inverse problems

    Jupyter Notebook 13 1

  3. interpolants/forecasting interpolants/forecasting Public

    Code for the paper: Probabilistic Forecasting with Stochastic Interpolants and Follmer Processes

    Python 4 1

  4. PDEs-GP-KoleskySolver PDEs-GP-KoleskySolver Public

    Code for the paper: Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes

    Jupyter Notebook 6

  5. f-t-s/KoLesky.jl f-t-s/KoLesky.jl Public

    This package implements the methods described in https://arxiv.org/abs/2004.14455 for fast Gaussian process statistics

    Julia 3

  6. ExponentialMsFEM.jl ExponentialMsFEM.jl Public

    Code for Exponentially convergent multiscale finite element methods (ExpMsFEM)

    Julia 2