mqt.qudits


Namemqt.qudits JSON
Version 0.1.0 PyPI version JSON
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SummaryA Framework For Mixed-Dimensional Qudit Quantum Computing
upload_time2024-04-30 16:47:18
maintainerNone
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authorNone
requires_python>=3.8
licenseMIT License Copyright (c) 2024 Chair for Design Automation, Technical University of Munich, Germany Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
keywords mqt quantum-computing design-automation qudits
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  <a href="https://mqt.readthedocs.io">
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# MQT Qudits - A Framework For Mixed-Dimensional Qudit Quantum Computing

A framework for research and education for mixed-dimensional qudit quantum computing developed as part of the [_Munich Quantum Toolkit_ (_MQT_)](https://mqt.readthedocs.io) by the [Chair for Design Automation](https://www.cda.cit.tum.de/) at the [Technical University of Munich](https://www.tum.de/).

<p align="center">
  <a href="https://mqt.readthedocs.io/projects/qudits">
  <img width=30% src="https://img.shields.io/badge/documentation-blue?style=for-the-badge&logo=read%20the%20docs" alt="Documentation" />
  </a>
</p>

If you have any questions, feel free to create a [discussion](https://github.com/cda-tum/mqt-qudits/discussions) or an [issue](https://github.com/cda-tum/mqt-qudits/issues) on GitHub.

## Getting Started

`mqt.qudits` is available via [PyPI](https://pypi.org/project/mqt.qudits/) for all major operating systems and supports Python 3.8 to 3.12.

```console
(.venv) $ pip install mqt.qudits
```

<!-- prettier-ignore-start -->
> [!NOTE]
> **The tool is in an experimental stage, which is subject to frequent changes, and has limited documentation.**
> We are working on improving that.
> In the meantime, users can explore how to use the framework via a [Tutorial](https://mqt.readthedocs.io/projects/qudits/en/latest/tutorial.html), showcasing its main functionality.
>
> Furthermore, [this video](https://www.youtube.com/watch?v=due_CX7H85A) briefly illustrates some of the functionalities of MQT Qudits.

<!-- prettier-ignore-end -->

## System Requirements

The implementation is compatible with any C++17 compiler, a minimum CMake version of 3.19, and Python 3.8+.

<!-- Please refer to the [documentation](https://mqt.readthedocs.io/projects/qudits) on how to build the project.-->

Building (and running) is continuously tested under Linux, macOS, and Windows using the [latest available system versions for GitHub Actions](https://github.com/actions/virtual-environments).

## References

MQT Qudits has been developed based on methods proposed in the following papers:

- K. Mato, S. Hillmich and R. Wille, "[Mixed-Dimensional Qudit State Preparation Using Edge-Weighted Decision Diagrams]()", Design Automation Conference (DAC), 2024.

- K. Mato, S. Hillmich and R. Wille, "[Mixed-Dimensional Quantum Circuit Simulation with Decision Diagrams](https://arxiv.org/pdf/2308.12332)", International Conference on Quantum Computing and Engineering (QCE), 2023.

- K. Mato, S. Hillmich, R. Wille, "[Compression of Qubit Circuits: Mapping to Mixed-Dimensional Quantum Systems](https://www.cda.cit.tum.de/files/eda/2023_qsw_compression_of_qubit_circuits.pdf)", International Conference on Quantum Software (QSW), 2023.

- K. Mato, M. Ringbauer, S. Hillmich and R. Wille, "[Compilation of Entangling Gates for High-Dimensional Quantum Systems](https://www.cda.cit.tum.de/files/eda/2023_aspdac_qudit_entanglement_compilation.pdf)", Asia and South Pacific Design Automation Conference (ASP-DAC), 2023.

- K. Mato, M. Ringbauer, S. Hillmich and R. Wille, "[Adaptive Compilation of Multi-Level Quantum Operations](https://www.cda.cit.tum.de/files/eda/2022_qce_adaptive_compilation_of_multi_level_quantum_operations.pdf)", International Conference on Quantum Computing and Engineering (QCE), 2022.

---

## Acknowledgements

MQT Qudits is the result of the project NeQST funded by the European Union under Horizon Europe Programme - Grant Agreement 101080086.
Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union
or the European Commission. Neither the European Union nor the granting authority can be held responsible for them.

The Munich Quantum Toolkit has been supported by the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreement No. 101001318), the Bavarian State Ministry for Science and Arts through the Distinguished Professorship Program, as well as the Munich Quantum Valley, which is supported by the Bavarian state government with funds from the Hightech Agenda Bayern Plus.

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