Mitiq is a Python toolkit for implementing error mitigation techniques on quantum computers.
Mitiq can be installed from PyPi via
pip install mitiqTo test installation, run
import mitiq
mitiq.about()This prints out version information about core requirements and optional quantum software packages which Mitiq can interface with.
Mitiq can currently interface with
Cirq is a core requirement of Mitiq and is automatically installed. To use Mitiq with other quantum programming languages, install the optional package(s) following the instructions linked above.
Mitiq can be used on any quantum processor which can be accessed by supported quantum programming languages and is available to the user.
See this getting started guide in Mitiq's documentation.
Mitiq currently implements zero-noise extrapolation and is designed to support additional techniques.
Mitiq's documentation is hosted at mitiq.readthedocs.io. A PDF version of the latest release can be found here.
We welcome contributions to Mitiq including bug fixes, feature requests, etc. Please see the contribution guidelines for more details. To contribute to the documentation, please see these documentation guidelines.
An up-to-date list of authors can be found here.
If you use Mitiq in your research, please reference the Mitiq preprint as follows:
@misc{larose2020mitiq,
title={Mitiq: A software package for error mitigation on noisy quantum computers},
author={Ryan LaRose and Andrea Mari and Peter J. Karalekas and Nathan Shammah and William J. Zeng},
year={2020},
eprint={2009.04417},
archivePrefix={arXiv},
primaryClass={quant-ph}
}