/saddlepoints

Primary LanguageJupyter NotebookMIT LicenseMIT

quantum-noise-saddle-points

Numerical investigations for our paper on saddle points in the optimization landscape of variational quantum algorithms.

These are some examples of our codes. We are happy to provide the rest of the code for a reasonable request.

Installation

The requirements.txt should provide you the details for all the quantum software you would need. Note, that this project uses older qiskit and pennylane versions. You are welcome to update the code for newer versions and open a pull request.

Access on qBraid

For rapid prototyping, you can use qBraid:

Before clicking on Launch on qBraid, please ensure that you have a qBraid account. You can make an account on qBraid by going to https://account.qbraid.com

Once you launch on qBraid-lab, you can click the following button to clone the repo into your qBraid account:

qBraid is a cloud-based platform for quantum computing.