This forecast is an ensemble of nine models that are identical except that they are driven by different mobility indices from Apple and Google. The model underlying each is a deterministic, SEIR-like model.
To train each model (from the code folder): 0. Remove everything in the output folder (if not already removed)
- Rscript gather_data.R
- qsub submit_training.sh
- Rscript generate_ensemble_weights.R
To generate whole ensemble (after training, from the code folder):
- Rscript gather_data.R
- qsub submit.sh
- qsub submit_forecasts.sh
-
- Remove everything in the output folder