This repository provides the software package for the IRRNN (Image Response Regression via deep Neural Networks) method. This method is presented in the following paper:

Daiwei Zhang, Lexin Li, Chandra Sripada, Jian Kang, Image response regression via deep neural networks, Journal of the Royal Statistical Society Series B: Statistical Methodology, 2023;, qkad073, https://doi.org/10.1093/jrsssb/qkad073

System requirements

This software was developed using Python 3.9. To install the required packages,

pip install -r requirements.txt

Get started

To run IRRNN on synthetic data,

./run.sh