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jeremyrcoyle avatar jeremyrcoyle commented on June 26, 2024

Aside from the other issue you opened (#16), it's working. We've been pointing people to Henrik's future documentation here: https://github.com/HenrikBengtsson/future , as parallelizing origami is now just a matter of specifying a future plan. @ck37 also requested a parallel example though, so maybe it's worth having a minimal one, just so people can get a sense of how it works before reading more in depth about Henrik's package.

@nhejazi, can you adapt the code here: https://github.com/jeremyrcoyle/origami/blob/master/tests/testthat/test_future_plan.R into an example? At some point, it might also be worth demonstrating that cv_funs themselves can create futures, and therefore we can do nested parallelization as in this example: https://github.com/HenrikBengtsson/future#nested-futures-and-evaluation-topologies This will be the mechanism by which the new origami_Superlearner parallelizes across folds and learners.

from origami.

osofr avatar osofr commented on June 26, 2024

from origami.

nhejazi avatar nhejazi commented on June 26, 2024

@jeremyrcoyle - The test has been modified (with practically minimal changes) as an example in the cross_validate function here as of cf2407a. I'm going to close this issue; feel free to re-open.

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