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TimeseriesSurrogates.jl

TimeseriesSurrogates.jl: a Julia package for generating surrogate data - Published in JOSS (2022)

https://github.com/juliadynamics/timeseriessurrogates.jl

Science Score: 100.0%

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 9 DOI reference(s) in README and JOSS metadata
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 9 committers (11.1%) from academic institutions
  • ○
    Institutional organization owner
  • ✓
    JOSS paper metadata
    Published in Journal of Open Source Software

Keywords

hacktoberfest hypothesis-testing julia nonlinear-time-series surrogate surrogates timeseries

Keywords from Contributors

chaos physics nonlinear-dynamics complexity delay-coordinates mathematics lyapunov nonlinear attractor fractal-dimension
Last synced: 4 months ago · JSON representation ·

Repository

A Julia package for generating timeseries surrogates

Basic Info
Statistics
  • Stars: 55
  • Watchers: 4
  • Forks: 9
  • Open Issues: 13
  • Releases: 41
Topics
hacktoberfest hypothesis-testing julia nonlinear-time-series surrogate surrogates timeseries
Created over 7 years ago · Last pushed 5 months ago
Metadata Files
Readme Changelog License Citation

README.md

TimeseriesSurrogates.jl

docsdev docsstable CI codecov Package Downloads

A Julia package for generating timeseries surrogates. TimeseriesSurrogates.jl is the fastest and most featureful open source code for generating timeseries surrogates. It can be used as a standalone package, or as part of other projects in JuliaDynamics such as DynamicalSystems.jl or Associations.jl.

To install it, run import Pkg; Pkg.add("TimeseriesSurrogates").

All further information is provided in the documentation, which you can either find online or build locally by running the docs/make.jl file.

Citing

Please use the following BiBTeX entry, or DOI, to cite TimeseriesSurrogates.jl:

DOI: https://doi.org/10.21105/joss.04414

BiBTeX: latex @article{TimeseriesSurrogates.jl, doi = {10.21105/joss.04414}, url = {https://doi.org/10.21105/joss.04414}, year = {2022}, publisher = {The Open Journal}, volume = {7}, number = {77}, pages = {4414}, author = {Kristian Agasøster Haaga and George Datseris}, title = {TimeseriesSurrogates.jl: a Julia package for generating surrogate data}, journal = {Journal of Open Source Software} }

Owner

  • Name: JuliaDynamics
  • Login: JuliaDynamics
  • Kind: organization

A Julia-based software organization for dynamical systems, nonlinear dynamics, complex systems and the complexities of the scientific life

JOSS Publication

TimeseriesSurrogates.jl: a Julia package for generating surrogate data
Published
September 12, 2022
DOI
Volume 7, Issue 77, Page 4414
Authors
Kristian Agasøster Haaga ORCID
Department of Earth Science, University of Bergen, Bergen, Norway, K. G. Jebsen Centre for Deep Sea Research, Bergen, Norway, Bjerknes Centre for Climate Research, Bergen, Norway
George Datseris ORCID
Max Planck Institute for Meteorology, Hamburg, Germany
Editor
Jarvist Moore Frost ORCID
Tags
surrogate data time series nonlinear time series analysis hypothesis testing
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Citation (CITATION.bib) 

@article{TimeseriesSurrogates.jl,
    doi = {10.21105/joss.04414},
    url = {https://doi.org/10.21105/joss.04414},
    year = {2022},
    publisher = {The Open Journal},
    volume = {7},
    number = {77},
    pages = {4414},
    author = {Kristian Agasøster Haaga and George Datseris},
    title = {TimeseriesSurrogates.jl: a Julia package for generating surrogate data},
    journal = {Journal of Open Source Software}
}

GitHub Events

Total
  • Issues event: 2
  • Watch event: 7
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 6
  • Pull request event: 3
  • Create event: 2
Last Year
  • Issues event: 2
  • Watch event: 7
  • Delete event: 1
  • Issue comment event: 3
  • Push event: 6
  • Pull request event: 3
  • Create event: 2

Committers

Last synced: 5 months ago

All Time
  • Total Commits: 310
  • Total Committers: 9
  • Avg Commits per committer: 34.444
  • Development Distribution Score (DDS): 0.387
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Kristian Agasøster Haaga k****a@g****m 190
Datseris d****e@g****m 89
Felix Cremer f****r@u****e 12
github-actions[bot] 4****] 11
Sathvik Bhagavan 3****n 3
Brendan Harris b****s@g****m 2
Pietro Monticone 3****e 1
Julia TagBot 5****t 1
ImgBotApp I****p@g****m 1
Committer Domains (Top 20 + Academic)
uni-jena.de: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 43
  • Total pull requests: 78
  • Average time to close issues: 5 months
  • Average time to close pull requests: 29 days
  • Total issue authors: 10
  • Total pull request authors: 7
  • Average comments per issue: 3.28
  • Average comments per pull request: 2.59
  • Merged pull requests: 64
  • Bot issues: 0
  • Bot pull requests: 12
Past Year
  • Issues: 2
  • Pull requests: 4
  • Average time to close issues: N/A
  • Average time to close pull requests: about 1 hour
  • Issue authors: 2
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.5
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • kahaaga (22)
  • Datseris (11)
  • smidmatej (2)
  • felixcremer (2)
  • KristofferC (1)
  • thomasrockhu (1)
  • jerlich (1)
  • duodenum96 (1)
  • JuliaTagBot (1)
Pull Request Authors
  • kahaaga (35)
  • Datseris (27)
  • github-actions[bot] (13)
  • sathvikbhagavan (3)
  • brendanjohnharris (2)
  • pitmonticone (1)
  • felixcremer (1)
Top Labels
Issue Labels
method request (9) enhancement (6) good first issue (6) documentation (5) new surrogate method (2) design decision (2) bug (2) question (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • julia 158 total
  • Total dependent packages: 4
  • Total dependent repositories: 4
  • Total versions: 39
juliahub.com: TimeseriesSurrogates

A Julia package for generating timeseries surrogates

  • Versions: 39
  • Dependent Packages: 4
  • Dependent Repositories: 4
  • Downloads: 158 Total
Rankings
Dependent repos count: 5.5%
Dependent packages count: 11.4%
Average: 12.3%
Stargazers count: 15.4%
Forks count: 17.0%
Last synced: 4 months ago

Dependencies

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