Quantum Polynomial Network (PolyNet)

Code developed for my master's thesis Learning quantum state properties with quantum and classical neural networks, supervised by Peter Wittek at the University of Toronto.

In this context, I considered and tested 3 quantum architectures to compute any property f(rho) of a quantum state rho.

State preparation

PolyNet with ancilla

PolyNet with correlations

PolyNet with averages