Highlights
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Pinned Loading
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NonLinPDEs-GPsolver
NonLinPDEs-GPsolver PublicCode for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes
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GaussianProcessPDEs
GaussianProcessPDEs PublicAn integrated demo: Gaussian processes for PDEs and inverse problems
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interpolants/forecasting
interpolants/forecasting PublicCode for the paper: Probabilistic Forecasting with Stochastic Interpolants and Follmer Processes
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PDEs-GP-KoleskySolver
PDEs-GP-KoleskySolver PublicCode for the paper: Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes
Jupyter Notebook 6
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f-t-s/KoLesky.jl
f-t-s/KoLesky.jl PublicThis package implements the methods described in https://arxiv.org/abs/2004.14455 for fast Gaussian process statistics
Julia 3
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ExponentialMsFEM.jl
ExponentialMsFEM.jl PublicCode for Exponentially convergent multiscale finite element methods (ExpMsFEM)
Julia 2
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