Awesome

IJCAI19 paper E2GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation

author: Yonghong Luo, Ying Zhang*, Xiangrui Cai and Xiaojie Yuan

tensorflow version:1.7 python:2.7

To run the code, go to the "imputation" folder:

Execute the Physionet_main.py file, you will get the imputed Physionet dataset and model checkpoint (we have provided these files). Next, this script will train the classification model and get a final AUC score (GRUI/Run_GAN_imputed.py).