# 1st Gen Model AvalonBay Communities, Inc. Real estate investment trusts

AvalonBay Communities, Inc. is a real estate investment trust. They focus on the ownership and operation of upscale apartment communities in high barrier-to-entry markets of the United States. These markets include Northern and Southern California and selected states in the Mid-Atlantic, Northeast, Midwest and Pacific Northwest regions of the country. AvalonBay is the surviving corporation from the merger of Avalon Properties, Inc. with and into Bay Apartment Communities, Inc.

Industry sector: Finance

Sector classification: Real estate investment trusts

Deep Learning based analysis and prediction model for AvalonBay Communities, Inc. (AVB) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.

Model is in the production pipeline since Oct. 2, 2015.

Market data for AVB model training are being downloaded from the Quandl premium datasets on a daily basis.

Model is being retrained on a daily basis.