Quantum Phase Detection ANNNI Latest

Code used in the paper "Quantum phase detection generalisation from marginal quantum neural network models".

Main functionalities:

• Variational Quantum Eigensolver class for standard Ising Chain model and Ising Chain ANNNI model;
• Quantum Anomaly Detection class;
• Quantum Convolutional Neural Network class.

What is new

• Now on Read The Docs: https://cern-qpd-annni.readthedocs.io/en/latest/
• Re-organized the structure of the classes, now every class has a .show method (or similar) in order to display the results instead of importing the visualization.py library;
• Added various plot function to inspect the fidelity of the VQE states;
• Added the function for predicting the phase-transition lines of the QCNN classifier.

Thanks to @SaverioMonaco and @orielkiss for their contributions to this release.

What's Changed

• Readthedocs docs hotfixes by @marcorossi5 in #17
• Small fixes to docs by @marcorossi5 in #18
• Restructured, added predicted transition line of the QCNN by @SaverioMonaco in #19

New Contributors

• @marcorossi5 made their first contribution in #17

Full Changelog: v1.0.0...v1.1.0

Quantum Phase Detection ANNNI

Code used in the paper "Quantum phase detection generalisation from marginal quantum neural network models".

Main functionalities:

• Variational Quantum Eigensolver class for standard Ising Chain model and Ising Chain ANNNI model;
• Quantum Anomaly Detection class;
• Quantum Convolutional Neural Network class.

Thanks to @SaverioMonaco and @orielkiss for their contributions to this release.