量子機器學習線上資源

線上課程

• Qiskit: Quantum Machine Learning #QGSS21
• Quantum Machine Learning MOOC, created by Peter Wittek from the University of Toronto in Spring 2019.
• edX: Learn quantum computing with online courses and programs
• edu磨課師: 量子機器學習
• edu磨課師: 量子電腦程式設計
• GitHub: qml-mooc
• GitHub: platypus

書籍

• Quantum Machine Learning: An Applied Approach: 2021
• Quantum Computing: An Applied Approach: 2019
• Quantum Computing and Artificial Intelligence: 2023
• Programming Quantum Computers: Essential Algorithms and Code Samples
• Machine Learning with Quantum Computers

相關論文

• [1611.09347] Quantum Machine Learning
• [1611.01576] Quasi-Recurrent Neural Networks
• [1810.03787] Quantum Convolutional Neural Networks
• [2305.06063] Enhancing Quantum Support Vector Machines through Variational Kernel Training
• [2401.11351] A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance