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
Install python, tensorflow. We use Python 3.7, Tensorflow 1.14.0.
The Chronic Diseases Prevalence Dataset is open according to here
The London Demographic Dataset is open according to here
All the hyper-parameters and steps are included in the ./SDA-GAIN/main.py file, you can run it directly.