Recurrent Neural Network and Auto-Regressive Recurrent Neural Network for trend prediction of COVID-19 in India

On 31st December 2019 in Wuhan China, the first case of Covid-19 was reported Wuhan, Hubei province China. Soon world health organization has declared contagious coronavirus disease (COVID-19) as a global pandemic month March 2020. Since then, researchers have focused on using machine learning and deep techniques to predict future cases Covid-19. Despite all research we still face problem not having good accurate prediction, this is due complex non-linear data In study, will implement RNN Auto Regressive RNN. At first, LSTM GRU an independent way, then deepAR with cells. For evaluation obtained results, use MAPE RMSE metrics.