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NIEHS / beethoven

BEETHOVEN is: Building an Extensible, rEproducible, Test-driven, Harmonized, Open-source, Versioned, ENsemble model for air quality
https://niehs.github.io/beethoven/
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Spatio-temporal cross validation with spatialsample package #313

Open eva0marques opened 5 months ago

eva0marques commented 4 months ago

@sigmafelix @kyle-messier Maybe we could have the discussion on cross validation here? We are working on this issue with @Sanisha003 and it might be helpful for the future to have the discussion on the corresponding issue?

sigmafelix commented 2 months ago

@eva0marques @Sanisha003 Please find my implementation of spatiotemporal cross-validation splits that are compatible with rsample and tidymodels in the upcoming main's R/pipeline_base_functions.R generate_cv_index. An illustration is provided in my comment at #325 .