Quantum Machine Learning with SQUID

In this work we present the Scaled QUantum IDentifier (SQUID), an open-source framework for exploring hybrid Quantum-Classical algorithms for classification problems. The classical infrastructure is based on PyTorch and we provide a standardized design to implement a variety of quantum models with t...

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Bibliographic Details
Main Authors: Alessandro Roggero, Jakub Filipek, Shih-Chieh Hsu, Nathan Wiebe
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2022-05-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2022-05-30-727/pdf/