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Integrating JuliaBUGS with Turing.jl #2425

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Tracked by #2420
mhauru opened this issue Dec 5, 2024 · 0 comments
Open
Tracked by #2420

Integrating JuliaBUGS with Turing.jl #2425

mhauru opened this issue Dec 5, 2024 · 0 comments
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Turing v1.0.0

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mhauru commented Dec 5, 2024 •
edited by sunxd3
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JuliaBUGS.jl models are joint distribution over the model parameters. We can integrate JuliaBUGS models through the same interfaces DynamicPPL.jl currently uses to support "submodels". These interfaces include to_samplable (and to be implemented to_distribution), also potentially returned and latent.

See TuringLang/DynamicPPL.jl#802 for description on to_distribution.
@mhauru mhauru mentioned this issue Dec 5, 2024
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@mhauru mhauru added this to the Turing v1.0.0 milestone Dec 5, 2024
@sunxd3 sunxd3 mentioned this issue Dec 9, 2024
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@yebai yebai changed the title Better performance for JuliaBUGS and integration with DynamicPPL models, e.g. via @returned_quantities Better performance for JuliaBUGS and integration with DynamicPPL models, e.g. via DynamicPPL.to_distribution Dec 9, 2024
@penelopeysm penelopeysm marked this as a duplicate of #2435 Jan 31, 2025
@sunxd3 sunxd3 mentioned this issue Feb 6, 2025
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@sunxd3 sunxd3 changed the title Better performance for JuliaBUGS and integration with DynamicPPL models, e.g. via DynamicPPL.to_distribution JuliaBUGS performance improvement and integration with Turing.jl Feb 6, 2025
@sunxd3 sunxd3 changed the title JuliaBUGS performance improvement and integration with Turing.jl Integrating JuliaBUGS with Turing.jl Feb 6, 2025
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