# RNN 2nd Gen Model Kimco Realty Corporation Real estate investment trusts

Kimco Realty Corporation is a real estate investment trust (REIT) headquartered in New Hyde Park, N.Y., that is one of North America's largest publicly traded owners and operators of open-air shopping centers. The company owned interests in many U.S. shopping centers comprising of leasable space primarily concentrated in the top major metropolitan markets. The company has specialized in shopping center acquisitions, development and management.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for Kimco Realty Corporation (KIM) 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 Oct. 22, 2015.

Market data for KIM 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 KIM.

Model is being retrained on a regular basis.