AdaGAN: Boosting Generative Models
March 20, 2017 ยท View on GitHub
This project implements the AdaGAN algorithm, presented in this paper.
Getting started
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).
Running
Gaussian Mixture Experiments
python adagan_gmm.py [options]
MNIST Experiments
python adagan_mnist.py [options]
3-digit MNIST Experiments
python adagan_mnist3.py [options]