qhdc

A quantum Hyper-Dimensional Computing (qHDC) framework in Qiskit.

What's in here?

Here you can find the code we use in some machine learning applications using Hyper-Dimensional Computing (HDC) frameworks.

• data contains the datasets for a test classification task of small DNA sequences (nullomers), corresponding to the application clustering_task.ipynb in the notebooks directory.
• documentation contains a minimal documentation notebooks about the utilities in this repository.
• functions contains utilities to work with the proposed qHDC framework on toy machine learning tasks (cf. notebooks).
• notebooks contains minimal example notebooks showing possible applications for the proposed architectures.
• requirements.txt contains the requirements (install the file before using the code in this repository)
• LICENSE.txt MIT License

Use this repository

If you want to use the code in this repository in your projects, please cite explicitely our work, and

• Clone the repository with git clone https://github.com/leonardoLavagna/qhdc
• Install the requirements with pip install -r requirements.txt

Contributing

We welcome contributions to enhance the functionality and performance of the models. Please submit pull requests or open issues for any improvements or bug fixes.

License

This project is licensed under the MIT License.