Quantum Feature Maps with Pennylane

Implementation of Quantum Feature Maps from Analysis and synthesis of feature map for kernel-based quantum classifier.

Description of repository

Notebooks

• Examples of solving toy problems with Quantum Feature Maps
• HOWTO using of different feature maps code

Scripts

• Kernel functions from an original article
• Quantum Feature Map function

Citation

@article{Suzuki_2020,
    title={Analysis and synthesis of feature map for kernel-based quantum classifier},
    volume={2},
    ISSN={2524-4914},
    url={http://dx.doi.org/10.1007/s42484-020-00020-y},
    DOI={10.1007/s42484-020-00020-y},
    number={1},
    journal={Quantum Machine Intelligence},
    publisher={Springer Science and Business Media LLC},
    author={Suzuki, Yudai and Yano, Hiroshi and Gao, Qi and Uno, Shumpei and Tanaka, Tomoki and Akiyama, Manato and Yamamoto, Naoki},
    year={2020},
    month={Jun}
}