In the following example, we build and train a GAN model using an MNIST dataset and using TensorFlow. Here, we will use a special version of the ReLU activation function known as Leaky ReLU. The output is a new type of handwritten digit:
#import all necessary libraries and load data set%matplotlib inlineimport pickle as pklimport numpy as npimport tensorflow as tfimport matplotlib.pyplot as pltfrom tensorflow.examples.tutorials.mnist import input_datamnist = input_data.read_data_sets('MNIST_data')
In order to build this network, we ...