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Define a model about advancedhmc.jl HOT 1 OPEN

Vilin97 avatar Vilin97 commented on June 20, 2024
Define a model

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Comments (1)

torfjelde avatar torfjelde commented on June 20, 2024

We should probably do something like:

struct LogDensityFunction{F}
    f::F
    dim::Int
end

LogDensityProblems.logdensity(ldf::LogDensityFunction, x) = ldf.f(x)
LogDensityProblems.dimension(ldf::LogDensityFunction) = ldf.dim
LogDensityProblems.capabilities(::Type{<:LogDensityFunction}) = LogDensityProblems.LogDensityOrder{0}()

which is going to be type-stable.

But IMO this is not something we should put in AdvancedHMC.jl 😕 Probably would be better suited to go in LogDensityProblems.jl itself or maaaybe AbstractMCMC.jl or something like this. @devmotion thoughts?

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