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Replication Data for: Online Learning with Optimism and Delay

Harvard Dataverse (Africa Rice Center, Bioversity International, CCAFS, CIAT, IFPRI, IRRI and WorldFish)

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Title Replication Data for: Online Learning with Optimism and Delay
 
Identifier https://doi.org/10.7910/DVN/IOCFCY
 
Creator Flaspohler, Genevieve
Francesco Orabona
Judah Cohen
Soukayna Mouatadid
Miruna Oprescu
Paulo Orenstein
Lester Mackey
 
Publisher Harvard Dataverse
 
Description The model forecasts for the sub-seasonal forecasting application considered in the Online Learning under Optimism and Delay paper experiments. This dataset consists of a single ZIP archive (919MB) that contains 1) a "models" folder that contains, for each model the forecasts for the Precip. 3-4w, Precip. 5-6w, Temp. 3-4w, Temp. 5-6w tasks on the western United States geography, and 2) a "data" folder that contains supporting geographic data. The data should be used to reproduce the PoolD experiments in https://github.com/geflaspohler/poold as described in the README.
 
Subject Computer and Information Science
Earth and Environmental Sciences
online learning, subseasonal forecasting , climate, optimism, delay
 
Contributor Flaspohler, Genevieve