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% DK-VRN: Domain Knowledge-Driven Variational Recurrent Networks for Drought Monitoring DEMO. % URL : Under Revision % Version: 1.0 % Date : May 2024 % % This demo shows the DK-VRN model for European drought monitoring. % % ./data ....... To be uploaded. % ./tools ....... To be uploaded. % main.py ....... To be uploaded. % data.py ....... To be uploaded. % loss.py ....... A script implementing loss functions. % functions.py ....... A script implementing training/test/compute_metrics functions. % model.py ....... A script implementing the DK-VRN model. % demo.py ....... A demo of the whole framework (only for a trial). % % % -------------------------------------- % Note: Required core Python libraries are covered % -------------------------------------- % pip install -r requirements.txt % -------------------------------------- % Cite: % -------------------------------------- % [1] Domain Knowledge-Driven Variational Recurrent Networks for Drought Monitoring (Under Revision) % -------------------------------------- % Copyright & Disclaimer % -------------------------------------- % % The programs contained in this package are granted free of charge for % research and education purposes only. % % Copyright (c) 2024 by Mengxue Zhang & Miguel-Angel Fernandez-Torres, Gustau Camps-Valls % [email protected] & [email protected]
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