# RNN 1st Gen Model Lowe's Companies, Inc. Lumber & other building materials

Lowe's Companies, Inc. operates as a home improvement company in the United States, Canada, and Mexico. It offers a line of products for maintenance, repair, remodeling, and decorating. The company provides home improvement products in various categories, such as lumber and building materials, tools and hardware, appliances, fashion fixtures, rough plumbing and electrical, seasonal living, lawn and garden, paint, millwork, flooring, kitchens, outdoor power equipment, and home fashions. It also offers installation services through independent contractors in various product categories; extended protection plans; and in-warranty and out-of-warranty repair services. The company sells its national brand-name merchandise and private branded products to homeowners, renters, and professional customers; and retail customers comprising individual homeowners and renters.

Industry sector: Retail/Wholesale

Sector classification: Lumber & other building materials

Deep Learning based analysis and prediction model for Lowe's Companies, Inc. (LOW) 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. 22, 2015.

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

Model is being retrained on a daily basis.