This repository contains a simple implementation of Vanilla Generative Adverserial Network (paper) with the Generator and Discriminator being simple Multi-layer perceptrons. I also used the training tips-and-tricks from this paper and this paper. The model is trained on MNIST digit dataset.
Just execute
python gan.py
Requirements:
- PyTorch
- Matplotlib
- Numpy