Features
OpenFermion is an open-source Python package for compiling and analyzing quantum algorithms to
simulate fermionic systems, including quantum chemistry. Among other features, it includes data
structures and tools for obtaining and manipulating representations of fermionic and qubit
Hamiltonians. More information can be found in the release
paper.
Installation
Installing the latest stable OpenFermion requires the Python package installer
pip. (Make sure that you are using an up-to-date version of it.)
Currently, OpenFermion is tested on Mac, Windows, and Linux. We recommend using Mac or Linux because
the electronic structure plugins are only compatible on these platforms. However, for those who
would like to use Windows, or for anyone having other difficulties with installing OpenFermion or
its plugins, we provide instructions for creating and using a Docker image – see the
docker/ subdirectory. The Docker
image provides a virtual environment with OpenFermion and select plugins pre-installed. The Docker
installation should run on any operating system where Docker can be used.
User installation
To install the latest PyPI release of OpenFermion as a Python package for the current user (which
avoids modifying system Python packages), run the following command:
python -m pip install --user openfermion
Developer installation
To install the latest version of OpenFermion in development mode, run the following commands:
git clone https://github.com/quantumlib/OpenFermion
cd OpenFermion
python -m pip install -e .
Plugins
OpenFermion relies on modular plugin packages for significant functionality. Specifically, plugins
are used to simulate quantum circuits and to perform classical electronic structure calculations.
Follow the links below to learn more!
- OpenFermion-FQE is a high-performance emulator
of fermionic quantum evolutions specified by a sequence of fermion operators, which can exploit
fermionic symmetries such as spin and particle number.
Electronic structure package plugins
Documentation
Documentation for OpenFermion can be found at
quantumai.google/openfermion and the following links:
You can run OpenFermion’s interactive Jupyter Notebooks, such as the introductory tutorial, in
Colab
or
MyBinder.
Contributing to OpenFermion
We’d love to accept your contributions and patches to OpenFermion. There are a few small guidelines
you need to follow.
-
Contributions to OpenFermion must be accompanied by a Contributor License Agreement (CLA). You
(or your employer) retain the copyright to your contribution; the CLA simply gives us permission
to use and redistribute your contributions as part of the OpenFermion project. Please visit
https://cla.developers.google.com/ to see your current agreements on file or to sign a new one.
-
All submissions, including submissions by project members, require review. We use GitHub pull
requests for this purpose. Consult the appropriate GitHub
documentation
for more information on using pull requests.
-
Please make sure your new code comes with extensive tests! We use automatic testing to make sure
all pull requests pass tests and do not decrease overall test coverage by too much.
-
Please also make sure to follow the OpenFermion source code style. We follow Google coding
conventions, with a few changes described in
CONTRIBUTING.md, and use
black, Pylint, and
mypy to check for it. Running check/all runs all the checks.
-
Please review our
code of conduct.
-
Code should always be accompanied by documentation. Formatted OpenFermion documentation is
generated automatically and can be found on the Quantum AI web
site.
-
We use GitHub issues for tracking requests
and bugs. Please post questions to the Quantum Computing Stack
Exchange with an openfermion tag.
Citing OpenFermion
OpenFermion is the work of many people. When using OpenFermion for research projects, please cite
the published paper:
Jarrod R McClean, Nicholas C Rubin, Kevin J Sung, Ian D Kivlichan, Xavier Bonet-Monroig, Yudong
Cao, Chengyu Dai, E Schuyler Fried, Craig Gidney, Brendan Gimby, Pranav Gokhale, Thomas Häner,
Tarini Hardikar, Vojtěch Havlíček, Oscar Higgott, Cupjin Huang, Josh Izaac, Zhang Jiang, Xinle
Liu, Sam McArdle, Matthew Neeley, Thomas O’Brien, Bryan O’Gorman, Isil Ozfidan, Maxwell D Radin,
Jhonathan Romero, Nicolas P D Sawaya, Bruno Senjean, Kanav Setia, Sukin Sim, Damian S Steiger,
Mark Steudtner, Qiming Sun, Wei Sun, Daochen Wang, Fang Zhang, and Ryan Babbush. (2020).
OpenFermion: The Electronic Structure Package for Quantum Computers. Quantum Science and
Technology, 5(3), 034014.
For formatted citations and records in other formats, as well as records for all releases of
OpenFermion past and present, please visit the OpenFermion page on
Zenodo.
Authors
Ryan Babbush (Google),
Jarrod McClean (Google),
Nicholas Rubin (Google),
Kevin Sung (University of Michigan),
Ian Kivlichan (Harvard),
Dave Bacon (Google),
Xavier Bonet-Monroig (Leiden University),
Yudong Cao (Harvard),
Chengyu Dai (University of Michigan),
E. Schuyler Fried (Harvard),
Craig Gidney (Google),
Brendan Gimby (University of Michigan),
Pranav Gokhale (University of Chicago),
Thomas Häner (ETH Zurich),
Tarini Hardikar (Dartmouth),
Vojtěch Havlíček (Oxford),
Oscar Higgott (University College London),
Cupjin Huang (University of Michigan),
Josh Izaac (Xanadu),
Zhang Jiang (NASA),
William Kirby (Tufts University),
Emiel Koridon (Leiden University),
Xinle Liu (Google),
Sam McArdle (Oxford),
Matthew Neeley (Google),
Thomas O’Brien (Leiden University),
Bryan O’Gorman (UC Berkeley, NASA),
Isil Ozfidan (D-Wave Systems),
Max Radin (UC Santa Barbara),
Jhonathan Romero (Harvard),
Daniel Sank (Google),
Nicolas Sawaya (Harvard),
Bruno Senjean (Leiden University),
Kanav Setia (Dartmouth),
Hannah Sim (Harvard),
Damian Steiger (ETH Zurich),
Mark Steudtner (Leiden University),
Qiming Sun (Caltech),
Wei Sun (Google),
Daochen Wang (River Lane Research),
Chris Winkler (University of Chicago),
and Fang Zhang (University of Michigan).
We are happy to include future contributors as authors on later releases.
For any questions or concerns not addressed here, please email [email protected].
Disclaimer
This is not an officially supported Google product. This project is not eligible for the Google
Open Source Software Vulnerability Rewards
Program.
Copyright 2017 The OpenFermion Developers.
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