GAN_Example_1.py

import numpy as np
import os

from keras.datasets import mnist
from keras.layers import Dense, Reshape, Flatten
from keras.layers import BatchNormalization
from keras.layers.advanced_activations import LeakyReLU
from keras.models import Sequential
from keras.optimizers import Adam

import matplotlib.pyplot as plt
plt.switch_backend('agg')   # allows code to run without a system DISPLAY