3) Modeling

We built 3 models to predict COVID-19 cases: LSTM using Tensorflow, ARIMA using pmdarima, and SARIMA using statsmodels.

Initial LSTM Model

ARIMA model

Modeling for 7 Counties Highest New Cases/100k

Tehama County

Riverside County