Support for High-Level Quantum Bayesian Inference

TitleSupport for High-Level Quantum Bayesian Inference
Publication TypeConference Paper
Year of Publication2019
AuthorsPrzewięźlikowski M, Grabowski M, Kurzyk D, Rycerz K
Conference NameComputational Science – ICCS 2019
PublisherSpringer International Publishing
Conference LocationCham
ISBN Number978-3-030-22750-0
Abstract

In this paper, we present AcausalNets.jl - a library supporting inference in a quantum generalization of Bayesian networks and their application to quantum games. The proposed solution is based on modern approach to numerical computing provided by Julia language. The library provides a high-level functions for Bayesian inference that can be applied to both classical and quantum Bayesian networks.