SDA_GAIN

The source code for "Spatial-attention and Demographic-augmented Generative Adversarial Imputation Network for Population Health Data Reconstruction"
Published on IEEE Transactions on Big Data

Requirements

Install python, tensorflow. We use Python 3.7, Tensorflow 1.14.0.

Data preparation

The Chronic Diseases Prevalence Dataset is open according to here

The London Demographic Dataset is open according to here

Run

All the hyper-parameters and steps are included in the ./SDA-GAIN/main.py file, you can run it directly.