What is the Network reader tool in PyBrain

Recipe Objective - What is the Network reader tool in PyBrain?

Pybrain provides Networkreader, which is there in pybrain.tools.customxml, using which we can load the saved network(XML file).

For more related projects -

https://www.projectpro.io/projects/data-science-projects/deep-learning-projects
https://www.projectpro.io/projects/data-science-projects/keras-deep-learning-projects

Example -

# Importing libraries
from pybrain.tools.shortcuts import buildNetwork
from pybrain.tools.customxml import NetworkReader

# Reading the network file
network = NetworkReader.readFrom('saved_network.xml')

# Printing network
print(network)


Output -
FeedForwardNetwork-8
   Modules:
    [<BiasUnit 'bias'>, <LinearLayer 'in'>, <SigmoidLayer 'hidden0'>, <LinearLayer 'out'>]
   Connections:
    [<FullConnection 'FullConnection-4': 'hidden0' -> 'out'>, <FullConnection 'FullConnection-5': 'in' -> 'hidden0'>, <FullConnection 'FullConnection-6': 'bias' -> 'out'>, <FullConnection 'FullConnection-7': 'bias' -> 'hidden0'>]

In this way, we can use NetworkReader to read the XML file of the network.

​