FractalDimensions.jl

Estimating the fractal dimension of timeseries or multidimensional datasets
Author JuliaDynamics
Popularity
8 Stars
Updated Last
2 Years Ago
Started In
January 2023

FractalDimensions.jl

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A Julia package that estimates various definitions of fractal dimension from data. 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} }