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Investigate potential use of `StochasticAD.jl` for non-differentiable models

Open pat-alt opened this issue 10 months ago • 2 comments

It might be possible to use StochasticAD.jl (see paper) to differentiate models that do not have a continuous dependence on features (such as decision trees).

pat-alt avatar Apr 08 '24 10:04 pat-alt

@mschauer haven't carefully studied your paper yet, so not sure if I'm being overly optimistic here - do think this could work?

pat-alt avatar Apr 08 '24 10:04 pat-alt

Probably possible to find models, where it works

cc @gaurav-arya

mschauer avatar Apr 08 '24 12:04 mschauer