BigDataWUR / AgML-CY-Bench

CY-Bench (Crop Yield Benchmark) is a comprehensive dataset and benchmark to forecast crop yields at subnational level. CY-Bench standardizes selection, processing and spatio-temporal harmonization of public subnational yield statistics with relevant predictors. Contributors include agronomers, climate scientists and machine learning researchers.
https://cybench.agml.org/
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#349, #350 decouple interpolation and aggregation #351

Open krsnapaudel opened 2 months ago

krsnapaudel commented 2 months ago

It's good to decouple the two as suggested by @aikepotze. Fix handling of empty target data. Fix another bug in sklearn residual models because of NA values.

krsnapaudel commented 1 month ago

352 NN models were producing nan predictions due to std of static inputs being nan.