This section will fill out the core of the base classes and functionality we need to have for training the simGAN architecture. The following files, and structure, should be included in your current directory:

├── data
├── docker
│   ├── build.sh
│   ├── clean.sh
│   ├── Dockerfile
│   └── kaggle.json
├── out
├── README.md
├── run.sh
└── src
    ├── discriminator.py
    ├── gan.py
    ├── generator.py
    ├── loss.py