Deep Learning based analysis and prediction model for CME S&P 500 Index E-Mini Futures (ES1) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.
Model is in the production pipeline since July 20, 2016.
Market data for ES1 model training are being downloaded from the
Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are accounted for in this model in the form of the historical data coincided with outbreaks and other global events in the past used to train ML prediction model for ES1.
Model is being retrained on a regular basis.