# RNN 2nd Gen Model SPDR S&P 500 ETF

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$ 304.32 Last close price
at 29-may-2020

SPY

Model's trade recommendations No return for period yet

SPY

Model (following trade recommendations)

SPY

Underlying stock

S&P 500

Index
Return for period
7.61%
1.78%
52wk return
10.55%
16.82%
52wk Range
222.95—338.34
2000.54—2399.63
Norm. RMSE 2.42%

Deep Learning based analysis and prediction model for SPDR S&P 500 ETF (SPY) 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 Nov. 27, 2014.

Market data for SPY 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 SPY.

Model is being retrained on a regular basis.

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