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SignalingDimension

Certify the classical simulation cost of black-box systems.

https://github.com/chitambarlab/signalingdimension.jl

Science Score: 38.0%

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    CITATION.cff file
    Found CITATION.cff file
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    Links to: arxiv.org, zenodo.org
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    1 of 2 committers (50.0%) from academic institutions
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    Low similarity (15.9%) to scientific vocabulary

Keywords

bell-inequalities convex-polyhedron information-theory quantum-information
Last synced: 9 months ago · JSON representation ·

Repository

Certify the classical simulation cost of black-box systems.

Basic Info
Statistics
  • Stars: 2
  • Watchers: 3
  • Forks: 1
  • Open Issues: 1
  • Releases: 0
Topics
bell-inequalities convex-polyhedron information-theory quantum-information
Created over 5 years ago · Last pushed almost 5 years ago
Metadata Files
Readme License Citation

README.md

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SignalingDimension.jl

Certify the classical simulation cost of black-box systems.

This Julia package is the software companion piece to Certifying the Classical Simulation Cost of a Quantum Channel.

Latest Test Status Coverage DOI

Features:

  • Tools to compute signaling correlations and polytopes.
  • Methods to certify the signaling dimension of black-box systems.
  • A catalog of Bell inequalities for witnessing signaling dimension.

Overview

The advent of quantum technology requires new figures of merit to compare the performance of quantum and classical systems. The signaling dimension quantifies the classical simulation cost of black-box devices. That is, it specifies the minimum amount of noiseless, classical communication needed to exactly simulate the input-output statistics of the device in question. The signaling dimension is discussed in greater detail in the Background section of this documentation.

Quick Start

julia> using Pkg; Pkg.add("SignalingDimension")

  • Add BellScenario.jl and QBase.jl dependencies:

julia> using Pkg; Pkg.add("BellScenario") julia> using Pkg; Pkg.add("QBase")

Project Structure

  • data/ - Computed facet inequalities for signaling polytopes.
  • docs/ - Documentation source code.
  • src/ - Software for certifying signaling dimension.
  • test/ - Unit tests for code in src/.
  • script/ - Scripts for computing signaling polytopes and verifying tight Bell inequalities.

Citing

To reference this work, see CITATION.bib.

Licensing

SignalingDimension.jl is released under the MIT License.

Acknowledgements

Development of SignalingDimension.jl was made possible by the advisory of Dr. Eric Chitambar and general support from the Physics Department at the University of Illinois Urbana-Champaign. Funding was provided by NSF Award 1914440.

Owner

  • Name: Chitambar Lab Group
  • Login: ChitambarLab
  • Kind: organization
  • Location: United States of America

Citation (CITATION.bib) 

@misc{SignalingDimension.jl,
	author  = {Brian Doolittle},
	title   = {{S}ignaling{D}imension.jl},
	howpublished =  {\url{https://github.com/ChitambarLab/SignalingDimension.jl}},
	url     = {https://github.com/ChitambarLab/SignalingDimension.jl},
	version = {v0.1.2},
	year    = {2021},
	month   = {2}
}

GitHub Events

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Last Year

Committers

Last synced: about 3 years ago

All Time
  • Total Commits: 94
  • Total Committers: 2
  • Avg Commits per committer: 47.0
  • Development Distribution Score (DDS): 0.479
Top Committers
Name Email Commits
Brian Doolittle b****e@g****m 49
Brian Doolittle b****4@i****u 45
Committer Domains (Top 20 + Academic)
illinois.edu: 1

Issues and Pull Requests

Last synced: over 1 year ago

All Time
  • Total issues: 1
  • Total pull requests: 9
  • Average time to close issues: less than a minute
  • Average time to close pull requests: 9 minutes
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 3.0
  • Average comments per pull request: 0.22
  • Merged pull requests: 7
  • Bot issues: 0
  • Bot pull requests: 1
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Top Authors
Issue Authors
  • JuliaTagBot (1)
Pull Request Authors
  • bdoolittle (8)
  • github-actions[bot] (1)
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Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 3
juliahub.com: SignalingDimension

Certify the classical simulation cost of black-box systems.

  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 9.9%
Average: 36.8%
Dependent packages count: 38.9%
Forks count: 40.4%
Stargazers count: 58.1%
Last synced: 9 months ago