Highlights Developed deep learning methods to forecast the COVID19 spread. Five deep learning models have been compared for COVID-19 forecasting. Time-series COVID19 data from Italy, Spain, France, China, the USA, and Australia are used. Results demonstrate the potential of deep learning models to forecast COVID19 data. Results show the superior performance of the Variational AutoEncoder model.

No abstract

No abstract