COVID-19 - Intrepertable Forecasting for COVID-19 Economy

Star History

A repository for COVID-19 factors and impacts on US economy. To get a local copy up and running follow these simple example steps.

Datasets

Gathered State-level data:

loc: data/COVID19_state.xlsx

Prerequisites

• Tensorflow 2.0.2
• Nvidia GPU

Installation

1. Clone the repo

   git clone https://github.com/ashfarhangi/COVID-19.git

2. Install requirement packages

   pip install -r requirements.txt

3. Run model.py

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

Citation for code, data, or paper is as below:

Farhangi, A., Huang, A. and Guo, Z., A Novel Deep Learning Model For Hotel Demand and Revenue Prediction amid COVID-19. Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS), 2022

  title={A Novel Deep Learning Model For Hotel Demand and Revenue Prediction amid COVID-19},
  author={Farhangi, Ashkan and Huang, Arthur and Guo, Zhishan}
  booktitle={Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS 2022)},
  year={2022},
  organization={HICSS-55}
}