graphix

measurement-based quantum computing (MBQC) compiler and simulator

https://github.com/teamgraphix/graphix

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 6 DOI reference(s) in README
✓
Academic publication links
Links to: aps.org, iop.org, zenodo.org
○
Academic email domains
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Institutional organization owner
○
JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (14.6%) to scientific vocabulary

Keywords

graph-states mbqc quantum quantum-computing quantum-programming-language unitaryhack

Last synced: 6 months ago · JSON representation ·

Repository

measurement-based quantum computing (MBQC) compiler and simulator

Basic Info

Host: GitHub
Owner: TeamGraphix
License: apache-2.0
Language: Python
Default Branch: master
Homepage: https://graphix.readthedocs.io
Size: 1.72 MB

Statistics

Stars: 83
Watchers: 4
Forks: 36
Open Issues: 44
Releases: 23

Topics

graph-states mbqc quantum quantum-computing quantum-programming-language unitaryhack

Created about 3 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing License Code of conduct Citation

README.md

PyPI License PyPI - Python Version

Graphix is a measurement-based quantum computing (MBQC) software package, featuring

the measurement calculus framework with integrated graphical rewrite rules for Pauli measurement preprocessing
circuit-to-pattern transpiler, graph-based deterministic pattern generator and manual pattern generation
flow, gflow and pauliflow finding tools and graph visualization based on flows (see below)
statevector, density matrix and tensornetwork pattern simulation backends
QPU interface and fusion network extraction tool

Installation

Install graphix with pip:

bash pip install graphix

Install together with device interface:

bash pip install graphix[extra]

this will install graphix and interface for IBMQ and Perceval to run MBQC patterns on superconducting and optical QPUs and their simulators.

Using graphix

generating pattern from a circuit

```python from graphix import Circuit

circuit = Circuit(4) circuit.h(0) ... pattern = circuit.transpile().pattern pattern.standardize() pattern.shiftsignals() pattern.drawgraph(flowfrompattern=False) ```

graph_flow

See our example code to generate this pattern. Arrows indicate the causal flow of MBQC and dashed lines are the other edges of the graph. the vertical dashed partitions and the labels 'l:n' below indicate the execution layers or the order in the graph (measurements should happen from left to right, and nodes in the same layer can be measured simultaneously), based on the partial order associated with the (maximally-delayed) flow.

preprocessing Pauli measurements (Clifford gates)

python pattern.perform_pauli_measurements() pattern.draw_graph()

graph_gflow

(here, the visualization is based on generalized flow).

simulating the pattern

python state_out = pattern.simulate_pattern(backend="statevector")

and more..

See demos showing other features of graphix.
Read the tutorial for more usage guides.
For theoretical background, read our quick introduction into MBQC and LC-MBQC.
Full API docs is here.

Projects using `graphix`

Verphix: verified blind quantum computation and benchmarking.

Citing

Shinichi Sunami and Masato Fukushima, Graphix. (2023) - Zenodo: https://doi.org/10.5281/zenodo.7861382 - arXiv: https://doi.org/10.48550/arXiv.2212.11975

Contributing

We use GitHub issues for tracking feature requests and bug reports.

Discord Server

Please visit Unitary Fund's Discord server, where you can find a channel for graphix to ask questions.

Core Contributors (alphabetical order)

Masato Fukushima (University of Tokyo, Fixstars Amplify)
Maxime Garnier (Inria Paris)
Thierry Martinez (Inria Paris)
Sora Shiratani (University of Tokyo, Fixstars Amplify)
Shinichi Sunami (University of Oxford)

Acknowledgements

We are proud to be supported by unitary fund microgrant program.

Special thanks to Fixstars Amplify:

License

Apache License 2.0

Owner

Name: TeamGraphix
Login: TeamGraphix
Kind: organization

Repositories: 4
Profile: https://github.com/TeamGraphix

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Sunami
    given-names: Shinichi
    orcid: https://orcid.org/0000-0002-0969-9909
  - family-names: Fukushima
    given-names: Masato
title: Graphix
version: v0.2.1
doi: 10.5281/zenodo.7861382
date-released: 2023-04-25
url: https://github.com/TeamGraphix/graphix

GitHub Events

Total

Create event: 46
Release event: 3
Issues event: 35
Watch event: 20
Delete event: 33
Issue comment event: 203
Push event: 163
Pull request event: 116
Pull request review event: 380
Pull request review comment event: 368
Fork event: 6

Last Year

Create event: 46
Release event: 3
Issues event: 35
Watch event: 20
Delete event: 33
Issue comment event: 203
Push event: 163
Pull request event: 116
Pull request review event: 380
Pull request review comment event: 368
Fork event: 6

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 114
Total pull requests: 238
Average time to close issues: 4 months
Average time to close pull requests: about 1 month
Total issue authors: 17
Total pull request authors: 23
Average comments per issue: 1.82
Average comments per pull request: 3.36
Merged pull requests: 164
Bot issues: 0
Bot pull requests: 46

Past Year

Issues: 33
Pull requests: 137
Average time to close issues: about 2 months
Average time to close pull requests: 21 days
Issue authors: 7
Pull request authors: 13
Average comments per issue: 0.55
Average comments per pull request: 2.15
Merged pull requests: 85
Bot issues: 0
Bot pull requests: 45

View more stats

Top Authors

Issue Authors

shinich1 (33)
thierry-martinez (21)
EarlMilktea (19)
masa10-f (11)
king-p3nguin (6)
benjvmin93 (4)
mgarnier59 (4)
masato-fuk (3)
AbdullahKazi500 (3)
wlcsm (1)
juxingzhe (1)
zilkf92 (1)
nabe98 (1)
pafloxy (1)
FlorianFuerrutter (1)

Pull Request Authors

EarlMilktea (86)
thierry-martinez (64)
dependabot[bot] (45)
shinich1 (16)
mgarnier59 (12)
king-p3nguin (11)
d1ssk (11)
nabe98 (8)
benjvmin93 (6)
matulni (4)
AbdullahKazi500 (4)
masa10-f (3)
pafloxy (3)
idriss-hamadi (2)
Roshan-Thomas (2)

Top Labels

Issue Labels

new feature (62) bug (28) good first issue (6) examples (5) performance (5) unitaryhack (5) simulation backend (4) coding (1) quantum algorithm (1)

Pull Request Labels

dependencies (45) python (28) documentation (2) bugfix (2) coding (1) examples (1) performance (1)

Packages

Total packages: 3
Total downloads:
- pypi 1,009 last-month

Total dependent packages: 2
(may contain duplicates)
Total dependent repositories: 1
(may contain duplicates)
Total versions: 68
Total maintainers: 1

proxy.golang.org: github.com/TeamGraphix/graphix

Documentation: https://pkg.go.dev/github.com/TeamGraphix/graphix#section-documentation
License: apache-2.0
Latest release: v0.3.2
published 6 months ago

Versions: 23
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 6.4%

Average: 6.7%

Dependent repos count: 6.9%

Last synced: 6 months ago

proxy.golang.org: github.com/teamgraphix/graphix

Documentation: https://pkg.go.dev/github.com/teamgraphix/graphix#section-documentation
License: apache-2.0
Latest release: v0.3.2
published 6 months ago

Versions: 23
Dependent Packages: 0
Dependent Repositories: 0

Rankings

Dependent packages count: 6.4%

Average: 6.7%

Dependent repos count: 6.9%

Last synced: 6 months ago

pypi.org: graphix

Optimize and simulate measurement-based quantum computation

Documentation: https://graphix.readthedocs.io
License: apache-2.0
Latest release: 0.3.2
published 6 months ago

Versions: 22
Dependent Packages: 2
Dependent Repositories: 1
Downloads: 1,009 Last month

Rankings

Dependent packages count: 3.1%

Downloads: 8.7%

Average: 11.2%

Dependent repos count: 21.6%

Maintainers (1)

masa10-f

Last synced: 6 months ago

Dependencies

.github/workflows/ci.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

docs/requirements.txt pypi

alabaster ==0.7.12
babel ==2.10.1
certifi ==2023.7.22
charset-normalizer ==2.0.12
docutils ==0.17.1
graphix *
idna ==3.3
imagesize ==1.3.0
importlib-metadata ==4.11.3
ipython *
jinja2 ==3.1.1
markupsafe ==2.1.1
matplotlib *
packaging ==21.3
pbr ==5.8.1
pygments >=2.15.0
pyparsing ==3.0.8
pytz ==2022.1
requests >=2.31.0
scikit-learn *
seaborn *
snowballstemmer ==2.2.0
sphinx ==4.5.0
sphinx-gallery ==0.11.1
sphinx-rtd-theme ==1.0.0
sphinxcontrib-apidoc ==0.3.0
sphinxcontrib-applehelp ==1.0.2
sphinxcontrib-devhelp ==1.0.2
sphinxcontrib-htmlhelp ==2.0.0
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.3
sphinxcontrib-serializinghtml ==1.1.5
urllib3 ==1.26.9
zipp ==3.8.0

pyproject.toml pypi

requirements.txt pypi

autoray >=0.6.0
networkx >3.0
numpy >=1.22
opt_einsum >=3.2
quimb >=1.4.0
z3-solver *

setup.py pypi

graphix

Science Score: 67.0%

Keywords

Repository

Basic Info

Statistics

Topics

Metadata Files

README.md

Installation

Using graphix

generating pattern from a circuit

preprocessing Pauli measurements (Clifford gates)

simulating the pattern

and more..

Projects using graphix

Citing

Contributing

Discord Server

Core Contributors (alphabetical order)

Acknowledgements

License

Owner

Citation (CITATION.cff)

GitHub Events

Total

Last Year

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

proxy.golang.org: github.com/TeamGraphix/graphix

Rankings

proxy.golang.org: github.com/teamgraphix/graphix

Rankings

pypi.org: graphix

Rankings

Maintainers (1)

Dependencies

Projects using `graphix`