The Neural Network has been implemented in a python package for convenience. The main class is NeuralNetwork, found in network.py. Inside the subpackages Activation, Layer and Loss there are aditional basic classes implemented. Take a look at class2_exercise.py for a simple usage example.
Note: The tensorflow package is used for algebraic operations only.