There are two examples presented here for LFW dataset and MNIST dataset. Please refer to the following sections for how to train and / or load the provided trained weights for these models. Before running any of the following training experiments, please setup your VirtualEnv with the required packages for this project. Importantly, please install the progan package using $ pip install pro-gan-pth and your appropriate gpu / cpu version of PyTorch 0.4.0. Once this is done, you can proceed with the following experiments.