Analysis of Neural Network and Statistical Models Used for Forecasting of Covid-19 Cases

Analysis of Neural Network and Statistical Models Used for Forecasting of Covid-19 Cases

Makarovskikh Tatyana Anatolyevna “Макаровских Татьяна Анатольевна”

Abotaleb mostafa“Аботалеб Мостафа”

Department of Electrical Engineering and Computer Science

South ural state university, Chelyabinsk, Russian federation

For citation source code in Github Abotaleb M., Makarovskikh T. modelling-Covid-19

https://github.com/abotalebmostafa11/modelling-Covid-19
MAPE plots for each country by using statistical and neural networks models
Cumulative Covid 19 Infections cases In India
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in India
Cumulative Covid 19 Infections cases In Spain
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Spain
Cumulative Covid 19 Infections cases In Germany
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Germany
Cumulative Covid 19 Infections cases In USA
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in USA
Cumulative Covid 19 Infections cases In Brazil
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Brazil
Cumulative Covid 19 Infections cases In France
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in France
Cumulative Covid 19 Infections cases In Russian Federation
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Russian Federation
Cumulative Covid 19 Infections cases In Italy
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Italy
Cumulative Covid 19 Infections cases In Turkey
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in Turkey
Cumulative Covid 19 Infections cases In The United Kingdom
Covid 19 Infection cases Forecasting by using Neural Network Models (LSTM-BiLSTM-GRU) Models in United Kingdom
daily data for covid-19 vaccination doses
Data displayed in this dashboard are available for download as the following comma-separated values (CSV)