Quantum Computing

Video Tutorial

• [MIT Schwarzman College of Computing] Quantum Computing Day

• [Quantum Machine Learning | 2021 Qiskit Global Summer School --- Youtube Video List]

The Qiskit Global Summer School 2021 was a two-week intensive summer school designed to empower the next generation of quantum researchers and developers with the skills and know-how to explore quantum applications on their own. This second-annual course, made up of twenty lectures, five applied lab exercises, hands-on mentorship, and live Q&A sessions, focused on developing hands-on experience and understanding of quantum machine learning.

• [Quantum Neural Networks explained in 3Blue1Brown style animation --- Youtube Video List]

Survey and Review

• [arXiv:2502.01146] Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers, Yuxuan Du, Xinbiao Wang, Naixu Guo, Zhan Yu, Yang Qian, Kaining Zhang, Min-Hsiu Hsieh, Patrick Rebentrost, Dacheng Tao [Paper] [Code]

论坛 & 案例

• 本源量子
• [TorchQuantum Examples]
• [MIT-HAN-LAB-GitHub] A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
• [DeepQuantum] [GitHub]

Paper List

• Paper_List