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"""
Train % plot networks in the information plane
"""
import tensorflow.compat.v1 as tf
tf.disable_v2_behavior()
from idnns.networks import information_network as inet
def main():
#Build the network
print ('Building the network')
net = inet.informationNetwork()
net.print_information()
print ('Start running the network')
net.run_network()
print ('Saving data')
net.save_data()
print ('Ploting figures')
#Plot the newtork
net.plot_network()
if __name__ == '__main__':
main()
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