Used LSTM model for training the total cases per day till January, 2022.
Dependent variables of new cases model (new_vaccinations, new_deaths)
Dataset from https://github.com/owid/covid-19-data
Please refer https://github.com/spaden/covid_prediction/blob/main/total_cases_30.py for more details.
New Cases for the next 300 days. Regarding the current spike, the model predicts the current 3rd wave to end in the month of March approximately. (Multivariate prediction)
Vaccination prediction for the next 300 days (simplivariate prediction).
Deaths Prediction for the next 300 days (simplivariate prediction)
