conradhaupt/Qiskit-Bayesian-Inference-Module-QCA19-

This project was developed for the Qiskit Camp Africa in 2019. It shows that Bayesian Inference can be integrated into Qiskit using the QInfer toolkit. This notebook showcases a proof-of-concept for the Iterative Quantum Phase Estimation circuit where the phase of the unitary is determined through a Sequential Monte-Carlo sampling scheme over an arbitrary prior distribution. The experimental results used for updating the posterior come from a QASM simulation of the IQPE circuit at iteration 1. The presentation is given in the PDF while the proof of concept is shown in the notebook.

Jupyter Notebook