First, setup the dependencies by
pip install -r requirements.txt
1. To reproduce the experiment in Section 4.3, see "r(x, theta) and r(x, theta.de).ipynb" and "r_gan(x).ipynb".
2. To reprocude the experiment in Section 5.2. run the following by specifying different Cs.
python train_gan.py --C=5.0 --method='vanilla' --saveroot='./saved'