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JuliaAI / MLJModels.jl

Home of the MLJ model registry and tools for model queries and mode code loading
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Request to add LaplaceRedux.jl to the MLJ registry #571

Closed pasq-cat closed 3 weeks ago

pasq-cat commented 1 month ago

we at Taija would like to add LaplaceRedux.jl to the MLJ's model registry. we have written an interface for MLJ laplaceredux.jl interface,

LaplaceRedux.jl allows to compute the approximated posterior predictive distribution of any model through the Laplace approximation (as explained inhttps://arxiv.org/abs/2106.14806) and grants the users the possibility to compute credible intervals with a low computational overhead. the LaplaceRedux.jl package is part of the taija (Trustworthy Artificial Intelligence in Julia) effort (https://github.com/JuliaTrustworthyAI) effort.

ablaom commented 1 month ago

This looks very interesting, thanks. Just back from leave so it may take a week or two before I can look at this properly.

Note to self: Uses some non-public API from MLJFlux.

ablaom commented 1 month ago

cc @EssamWissam

ablaom commented 1 month ago

In the meantime @pasq-cat you may want to upgrade your doc-string to make it MLJ compliant.