The Readme.md file links to https://github.com/VITA-Group/ShapeMatchingGAN as the implementation of the said paper. That implementation is much closer to Shape Matching GAN than the ARGAN paper. The link should be removed from there.
https://github.com/zhangqianhui/AdversarialNetsPapers#shadow-detection-and-removal