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OMEinsumContractionOrders

Tensor network contraction order optimizers (not only) for OMEinsum

https://github.com/tensorbfs/omeinsumcontractionorders.jl

Science Score: 44.0%

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    CITATION.cff file
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    Low similarity (10.0%) to scientific vocabulary

Keywords

contraction-order julia omeinsum tensor-networks
Last synced: 7 months ago · JSON representation ·

Repository

Tensor network contraction order optimizers (not only) for OMEinsum

Basic Info
Statistics
  • Stars: 33
  • Watchers: 2
  • Forks: 5
  • Open Issues: 4
  • Releases: 46
Topics
contraction-order julia omeinsum tensor-networks
Created almost 5 years ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

OMEinsumContractionOrders

OMEinsumContractionOrders is a Julia package that provides an optimize_code function for finding optimal contraction orders for tensor networks. It is designed to work with multiple tensor network packages, such as: OMEinsum.jl package and ITensorNetworks.jl.

Documentation Build Status codecov

Installation

To install OMEinsumContractionOrders, please follow these steps:

  1. Open Julia's interactive session (known as REPL) by typing julia in your terminal.
  2. Press the ] key in the REPL to enter the package mode.
  3. Type add OMEinsumContractionOrders to install the stable release of the package.

For using, please check the documentation.

References

If you find this package useful in your research, please cite the relevant papers in CITATION.bib.

Owner

  • Name: TensorBFS
  • Login: TensorBFS
  • Kind: organization
  • Location: You have to measure

Tensorize Everything!

JOSS Publication

OMEinsumContractionOrders: A Julia package for tensor network contraction order optimization
Published
March 31, 2026
DOI
Volume 11, Issue 119, Page 9886
Authors
Jin-Guo Liu ORCID
Hong Kong University of Science and Technology (Guangzhou), China
Xuanzhao Gao
Center of Computational Mathematics, Flatiron Institute, USA
Richard Samuelson
University of Florida, USA
Editor
Johan Larsson ORCID
Tags
tensor networks contraction order optimization
View PDF Review Thread Software Archive

Citation (CITATION.bib) 

@misc{Liu2022,
  doi = {10.48550/ARXIV.2205.03718},
  url = {https://arxiv.org/abs/2205.03718},
  author = {Liu, Jin-Guo and Gao, Xun and Cain, Madelyn and Lukin, Mikhail D. and Wang, Sheng-Tao},
  keywords = {Statistical Mechanics (cond-mat.stat-mech), FOS: Physical sciences, FOS: Physical sciences},
  title = {Computing solution space properties of combinatorial optimization problems via generic tensor networks},
  publisher = {arXiv},
  year = {2022},
  copyright = {Creative Commons Attribution 4.0 International}
}
@misc{Pan2021,
      title={Simulating the Sycamore quantum supremacy circuits}, 
      author={Feng Pan and Pan Zhang},
      year={2021},
      eprint={2103.03074},
      archivePrefix={arXiv},
      primaryClass={quant-ph}
}
@Article{10.21468/SciPostPhys.7.5.060,
	title={{Fast counting with tensor networks}},
	author={Stefanos Kourtis and Claudio Chamon and Eduardo R. Mucciolo and Andrei E. Ruckenstein},
	journal={SciPost Phys.},
	volume={7},
	issue={5},
	pages={60},
	year={2019},
	publisher={SciPost},
	doi={10.21468/SciPostPhys.7.5.060},
	url={https://scipost.org/10.21468/SciPostPhys.7.5.060},
}
@article{Gray2021,
   title={Hyper-optimized tensor network contraction},
   volume={5},
   ISSN={2521-327X},
   url={http://dx.doi.org/10.22331/q-2021-03-15-410},
   DOI={10.22331/q-2021-03-15-410},
   journal={Quantum},
   publisher={Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften},
   author={Gray, Johnnie and Kourtis, Stefanos},
   year={2021},
   month={Mar},
   pages={410}
}
@misc{kalachev2021recursive,
      title={Recursive Multi-Tensor Contraction for XEB Verification of Quantum Circuits}, 
      author={Gleb Kalachev and Pavel Panteleev and Man-Hong Yung},
      year={2021},
      eprint={2108.05665},
      archivePrefix={arXiv},
      primaryClass={quant-ph}
}

GitHub Events

Total
  • Create event: 27
  • Issues event: 25
  • Release event: 12
  • Watch event: 8
  • Issue comment event: 119
  • Push event: 69
  • Pull request review comment event: 19
  • Pull request review event: 16
  • Pull request event: 37
  • Fork event: 2
Last Year
  • Create event: 27
  • Issues event: 25
  • Release event: 12
  • Watch event: 8
  • Issue comment event: 119
  • Push event: 69
  • Pull request review comment event: 19
  • Pull request review event: 16
  • Pull request event: 37
  • Fork event: 2

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 112
  • Total Committers: 2
  • Avg Commits per committer: 56.0
  • Development Distribution Score (DDS): 0.009
Top Committers
Name Email Commits
GiggleLiu c****9@g****m 111
Rogerluo r****8@g****m 1

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 20
  • Total pull requests: 51
  • Average time to close issues: 6 months
  • Average time to close pull requests: 1 day
  • Total issue authors: 8
  • Total pull request authors: 4
  • Average comments per issue: 10.05
  • Average comments per pull request: 1.43
  • Merged pull requests: 48
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 11
  • Pull requests: 19
  • Average time to close issues: 4 days
  • Average time to close pull requests: 3 days
  • Issue authors: 3
  • Pull request authors: 3
  • Average comments per issue: 4.18
  • Average comments per pull request: 2.42
  • Merged pull requests: 17
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • GiggleLiu (14)
  • ArrogantGao (4)
  • samuelsonric (3)
  • ChenZhao44 (2)
  • zipeilee (1)
  • xptree (1)
  • JuliaTagBot (1)
  • alex124585 (1)
Pull Request Authors
  • GiggleLiu (48)
  • ArrogantGao (15)
  • samuelsonric (10)
  • Roger-luo (1)
Top Labels
Issue Labels
enhancement (1) documentation (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • julia 255 total
  • Total dependent packages: 2
  • Total dependent repositories: 0
  • Total versions: 46
juliahub.com: OMEinsumContractionOrders

Tensor network contraction order optimizers (not only) for OMEinsum

  • Versions: 46
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 255 Total
Rankings
Dependent repos count: 9.9%
Dependent packages count: 16.6%
Average: 23.0%
Stargazers count: 25.0%
Forks count: 40.4%
Last synced: 7 months ago

Dependencies

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