This project implements the AdaGAN algorithm, presented in this paper.
It is assumed that the user runs TensorFlow of version > 12.
Make sure the directory where you run code also contains sub-directories called mnist and models containing MNIST datasets and the pre-trained MNIST classifier respectively (provided in this repo).
Gaussian Mixture Experiments
python adagan_gmm.py [options]
MNIST Experiments
python adagan_mnist.py [options]
3-digit MNIST Experiments
python adagan_mnist3.py [options]