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Support Optimization.jl Interface? #192

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ParadaCarleton opened this issue Aug 25, 2023 · 1 comment
Open

Support Optimization.jl Interface? #192

ParadaCarleton opened this issue Aug 25, 2023 · 1 comment
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@ParadaCarleton
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Now that we have Optimization.jl, would it be possible to support a broad class of optimizers for MLJTuning by just supporting the Optimization.jl interface?
@ablaom
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ablaom commented Sep 25, 2023 •
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That's possible. I'd be happy to support such an effort. I think it will be a bit of work.

At this point a lot of MLJ predictors do not have differentiable output. So if you're looking to apply optimisers that need this, you should know that is something yet to be sorted out (but worthwhile). Related: FluxML/MLJFlux.jl#220 .

@ablaom ablaom added this to priority low / involved in General Jun 9, 2024
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@ablaom @ParadaCarleton