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ECMWFCode4Earth / ml_drought

Machine learning to better predict and understand drought. Moving github.com/ml-clim
https://ml-clim.github.io/drought-prediction/
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[minor] Improvements to the models #106

Closed gabrieltseng closed 4 years ago

gabrieltseng commented 5 years ago

  1. Introduces a 'months from pred' feature to the EALSTM and RNN. This is an additional dimension to the dynamic data, which tells the model which timestep it is looking at.

  2. Introduces instance-wise shuffling

gabrieltseng commented 4 years ago

Closing, since we won't add it at the moment. Can be re-opened if necessary