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Bayesian Inference for NNODE #682

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AstitvaAggarwal opened this issue May 8, 2023 · 1 comment · Fixed by #692
Closed

Bayesian Inference for NNODE #682

AstitvaAggarwal opened this issue May 8, 2023 · 1 comment · Fixed by #692

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@AstitvaAggarwal
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AstitvaAggarwal commented May 8, 2023 •
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#205 Bayesian Neural PDEs

For ODE solving

  1. Uses Turing.jl Models and for reference the turing_inference method in DiffEqBayes.jl. (my Turing.jl implementation is too slow)
  2. Return a MCMCChains.jl chain as a solution for further analysis and plotting.
  3. Uses AdvancedHMC.jl for faster sampling than Turing.jl, its Modular design.
@xtalax
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xtalax commented May 9, 2023

remember to write "Fixes #682" on a newline on the PR to show that you are fixing this issue :)

@AstitvaAggarwal AstitvaAggarwal mentioned this issue May 11, 2023
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@AstitvaAggarwal AstitvaAggarwal mentioned this issue Jun 6, 2023
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@AstitvaAggarwal AstitvaAggarwal mentioned this issue Aug 7, 2023
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@AstitvaAggarwal AstitvaAggarwal mentioned this issue Aug 17, 2023
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@xtalax @AstitvaAggarwal