A neural network to classify quantum states of light.
The quoptics module contains the NeuralNetwork class for classifying states.
It also contains helper functions for creating some more exotic
states, i.e. cat states, using QuTiP.
To ensure the required packages are installed, run
pip3 install -r requirements.txt
Running python3 test_network.py will load the pre-trained model from the
model folder, and test it's accuracy against the data in data/test.npz.
The file interop.m gives an example of how to call the neural network
from MATLAB.
A whitepaper describing the usage and training of the neural network in more detail, as well as it's integration into AdaQuantum can be found at arXiv:1812.03183
Full documentation for the quoptics module is available to view here.