Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/rigetti/grove

Quantum algorithms built using pyQuil.
https://github.com/rigetti/grove

forest quantum quantum-algorithms quantum-computing rigetti-forest

Last synced: about 2 months ago
JSON representation

Quantum algorithms built using pyQuil.

Lists

README 

        
Grove

=====



A collection of quantum algorithms built using the Rigetti Forest platform.

Grove is licensed under the [Apache 2.0 license](https://github.com/rigetticomputing/grove/blob/master/LICENSE).



[![Build Status](https://semaphoreci.com/api/v1/rigetti/grove/branches/master/badge.svg)](https://semaphoreci.com/rigetti/grove)

[![Documentation Status](https://readthedocs.org/projects/grove-docs/badge/)](http://grove-docs.readthedocs.io/en/latest/)



Grove currently includes:



* [The Variational-Quantum-Eigensolver (VQE)](http://grove-docs.readthedocs.io/en/latest/vqe.html)

* [The Quantum Approximate Optimization Algorithm (QAOA)](http://grove-docs.readthedocs.io/en/latest/qaoa.html)

* [The Quantum Fourier Transform (QFT)](http://grove-docs.readthedocs.io/en/latest/qft.html)

* [Phase Estimation Algorithm](http://grove-docs.readthedocs.io/en/latest/phaseestimation.html)



Features in the `alpha` package are considered experimental.



Documentation

-------------



Documentation is hosted at [http://grove-docs.readthedocs.io/en/latest/](http://grove-docs.readthedocs.io/en/latest/)



Installation

------------



You can install Grove directly from the Python package manager `pip` using:

```

pip install quantum-grove

```



To instead install Grove from source, clone this repository, `cd` into it, and run:

```

pip install -e .

```



This will install Grove’s dependencies if you do not already have them.

However, you will still need to install pyQuil and set up a connection to

the Rigetti Forest (see below).

To enable the tomography module, you will also have to install qutip

and cvxpy, see below for more details.



Forest and pyQuil

-----------------



Grove also requires the Python library for Quil, called

[pyQuil](http://pyquil.readthedocs.io/en/latest/index.html).



You can install pyQuil directly from the Python package manager `pip` using:

```

pip install pyquil

```



To instead install pyQuil from source, clone the

[pyQuil GitHub repository](https://github.com/rigetticomputing/pyquil),

`cd` into it, and run:

```

pip install -e .

```



You will need to make sure that your pyQuil installation is properly

configured to run with a quantum virtual machine (QVM) or real quantum processor

(QPU) hosted on the  [Rigetti Forest](forest.rigetti.com), which requires an API key.

See the pyQuil [docs](http://pyquil.readthedocs.io/en/latest/index.html) for

instructions on how to do this.



Installing the dependencies for Quantum Tomography

--------------------------------------------------



Quantum tomography relies on the external packages qutip and and cvxpy,

which can be somewhat tricky to install.



You can first attempt to just run

```

pip install -r requirements.txt

pip install -r optional-requirements.txt

pip install quantum-grove

```



If the installation of the optional requirements fails, you can manually

install the individual packages as



```

pip install cython==0.24.1 scs==1.2.6

pip install qutip==4.1 cvxpy==0.4.11

```

These are not the most recent versions but they are the only ones that

have consistently worked for us across different platforms and python

versions.



For **Windows users**: Both qutip and cvxpy are fairly tricky to

install under windows and we therefore recommend using Anaconda's

``conda`` package manager to install these first and then ``pip``

to install ``quantum-grove``.



Building the Docs

-----------------



We use sphinx to build the documentation. To do this, navigate into Grove's top-level directory and run:



```

sphinx-build -b html docs/ docs/_build

```



To view the docs navigate to the newly-created `docs/_build` directory and open

the `index.html` file in a browser. Note that we use the Read the Docs theme for

our documentation, so this may need to be installed using `pip install sphinx_rtd_theme`.



Development and Testing

-----------------------



We use tox and pytest for testing. Tests can be executed from the top-level directory by simply

running:

```

tox

```

The setup is currently testing Python 2.7 and Python 3.6.



## How to cite Grove and Forest



If you use pyquil, grove or other parts of Forest in your research, please cite it as follows:



bibTeX:

```

@misc{1608.03355,

  title={A Practical Quantum Instruction Set Architecture},

  author={Smith, Robert S and Curtis, Michael J and Zeng, William J},

  journal={arXiv preprint arXiv:1608.03355},

  year={2016}

}

```



Text:

```

R. Smith, M. J. Curtis and W. J. Zeng, "A Practical Quantum Instruction Set Architecture," (2015), 

  arXiv:1608.03355 [quant-ph], https://arxiv.org/abs/1608.03355

```