FractalDimensions
Estimating the fractal dimension of timeseries or multidimensional datasets; also dynamical indicators via extreme value theory
Science Score: 57.0%
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✓CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
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✓DOI references
Found 5 DOI reference(s) in README -
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○Scientific vocabulary similarity
Low similarity (13.5%) to scientific vocabulary
Keywords
Repository
Estimating the fractal dimension of timeseries or multidimensional datasets; also dynamical indicators via extreme value theory
Basic Info
Statistics
- Stars: 11
- Watchers: 3
- Forks: 3
- Open Issues: 5
- Releases: 35
Topics
Metadata Files
README.md
FractalDimensions.jl
A Julia package that estimates various definitions of fractal dimension from data, including so-called "local dimensions and extremal indices" via extreme value theory. It can be used as a standalone package, or as part of DynamicalSystems.jl.
To install it, run import Pkg; Pkg.add("FractalDimensions").
All further information is provided in the documentation, which you can either find online or build locally by running the docs/make.jl file.
Previously, this package was part of ChaosTools.jl.
Publication
FractalDimensions.jl is used in a review article comparing various estimators for fractal dimensions. The paper is likely a relevant read if you are interested in the package. And if you use the package, please cite the paper.
@article{FractalDimensions.jl,
doi = {10.1063/5.0160394},
url = {https://doi.org/10.1063/5.0160394},
year = {2023},
month = oct,
publisher = {{AIP} Publishing},
volume = {33},
number = {10},
author = {George Datseris and Inga Kottlarz and Anton P. Braun and Ulrich Parlitz},
title = {Estimating fractal dimensions: A comparative review and open source implementations},
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science}
}
Owner
- Name: JuliaDynamics
- Login: JuliaDynamics
- Kind: organization
- Website: https://juliadynamics.github.io/JuliaDynamics/
- Repositories: 51
- Profile: https://github.com/JuliaDynamics
A Julia-based software organization for dynamical systems, nonlinear dynamics, complex systems and the complexities of the scientific life
Citation (CITATION.bib)
@article{FractalDimensions.jl,
doi = {10.1063/5.0160394},
url = {https://doi.org/10.1063/5.0160394},
year = {2023},
month = oct,
publisher = {{AIP} Publishing},
volume = {33},
number = {10},
author = {George Datseris and Inga Kottlarz and Anton P. Braun and Ulrich Parlitz},
title = {Estimating fractal dimensions: A comparative review and open source implementations},
journal = {Chaos: An Interdisciplinary Journal of Nonlinear Science}
}
GitHub Events
Total
- Create event: 9
- Issues event: 2
- Release event: 4
- Watch event: 2
- Delete event: 4
- Issue comment event: 8
- Push event: 31
- Pull request review event: 2
- Pull request event: 8
Last Year
- Create event: 9
- Issues event: 2
- Release event: 4
- Watch event: 2
- Delete event: 4
- Issue comment event: 8
- Push event: 31
- Pull request review event: 2
- Pull request event: 8
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 8
- Total pull requests: 33
- Average time to close issues: about 2 months
- Average time to close pull requests: 3 days
- Total issue authors: 5
- Total pull request authors: 5
- Average comments per issue: 4.75
- Average comments per pull request: 0.61
- Merged pull requests: 31
- Bot issues: 0
- Bot pull requests: 11
Past Year
- Issues: 2
- Pull requests: 3
- Average time to close issues: N/A
- Average time to close pull requests: 9 minutes
- Issue authors: 2
- Pull request authors: 3
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 3
- Bot issues: 0
- Bot pull requests: 1
Top Authors
Issue Authors
- Datseris (4)
- KristofferC (1)
- Yonatan-Beer (1)
- denfc (1)
- JuliaTagBot (1)
Pull Request Authors
- Datseris (18)
- dependabot[bot] (14)
- PythagoreanCult (5)
- github-actions[bot] (1)
- apbraun (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- julia 227 total
- Total dependent packages: 1
- Total dependent repositories: 0
- Total versions: 35
juliahub.com: FractalDimensions
Estimating the fractal dimension of timeseries or multidimensional datasets; also dynamical indicators via extreme value theory
- Documentation: https://docs.juliahub.com/General/FractalDimensions/stable/
- License: MIT
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Latest release: 1.9.5
published 7 months ago
Rankings
Dependencies
- julia-actions/setup-julia latest composite
- JuliaRegistries/TagBot v1 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- codecov/codecov-action v3 composite
- julia-actions/julia-buildpkg v1 composite
- julia-actions/julia-processcoverage v1 composite
- julia-actions/julia-runtest v1 composite
- julia-actions/setup-julia v1 composite
- styfle/cancel-workflow-action 0.11.0 composite
- actions/checkout v3 composite
- actions/checkout v3 composite
- julia-actions/setup-julia v1 composite