Using the TransformerEncoder models (US)
This explores how well the transformer encoder works at COVID-19 forecasting. Specifically we will look at how well it predicts different periods in April and May. In this file the orange lines are the actual reported number of new cases (from CDC) and the blue lines are the new cases predicted by the model. In this first instance pre-training is done on a model pre-trained on river/stream flow flow information. We plan on later comparing its performance with models pre-trained on other pandemic data.
Created on May 28|Last edited on June 24
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Working with limited data
Run set
1
Global Parameter Importances
2041
May Week
9398
Los Angeles County
2
Run set 3
2
Los Angeles County Param Compared
Run set
1761
622
Cook County Illinois
2
Run set 2
2
Maricopa County AZ
2
Run set 2
2
Middlesex County, MA
2
Run set 2
2
Parameter Importance Different Counties
Michigan Wayne County
1311
Maricopa County
3950
Run set 3
0
Queens County, NY
Run set
2
Dallas Texas
Run set
2
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