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tidymodels / bonsai

parsnip wrappers for tree-based models
https://bonsai.tidymodels.org
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Supporting EBMs (Explainable Boosting Machines) #75

Open seb-mueller opened 8 months ago

seb-mueller commented 8 months ago

Hi, I was wondering if there are plans to support EBMs since they appear quite promising in terms of performance (matching XGB etc) whilst remaining very interpretable.

There is even an R package interpret, but I haven't found a way to make it play nicely with parsnip.

simonpcouch commented 7 months ago

Thanks for the issue, @seb-mueller. This sounds like it may be a good fit for the bonsai parsnip extension package, so I will go ahead and move this issue there. :)