Multitarget/Multioutput examples of regression and classification in tidymodels

I am trying to find some examples of Multitarget /Multioutput prediction example in R. It would be great if there is a demo of this in tidymodel framework along with a less mathy explanation of what goes behind such alogrithm.

There is an example on tidymodels.org.

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Thanks Max! This is helpful.
Is there examples for cases where predictors are non linear. A use case similar to random forest where the predictors are non linear and we need to catch interaction. Also for cases of classification

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