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Is there a minimal example of what a new HMC algorithm needs to implement to be able to fit into this framework? #384

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nihcompmed opened this issue Dec 23, 2024 · 0 comments

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@nihcompmed
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This is not so much an issue as a request for advice. I have developed a new HMC algorithm that doesn't use gradients, integrators or compute trajectories but uses a specific Hamiltonian form (that isn't separable). I would like to use AdvancedHMC to compare its performance with all the tried and tested old HMC algorithms. Is there a minimal template for what I need to implement to interface with the rest of AdvancedHMC.jl? Or should I try to interface with more general MC samplers, except that I provide my own function for new proposals? Thanks for any advice.

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