Generative-Adversarial-Models-in-Lasagne-and-Theano

Toy example implementing GAN using MNIST dataset, on theano and Lasagne tooloboxes

The code follows pseudo code of the original paper https://arxiv.org/abs/1406.2661

To execute

download the file the GAN_Lasagne.py and the data mnist.npz type python GAN_Lasagne.py

Very basic network for generator and as well as for the discriminator

Few generated images from the experiment

can be found in Generated_Images Image caption tells the number of iteration in thousands