Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems

complex-systems complexity entropy frequency hacktoberfest julia nonlinear nonlinear-dynamics nonlinear-timeseries-analysis ordinal-patterns permutation-entropy probability state-space
1 Open Issue Need Help Last updated: Jul 8, 2025

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Data Science Nonlinear Dynamics & Complexity Measures

AI Summary: The issue is a `MethodError` in the `generalized_dim` function from the `FractalDimensions` package when used with `ComplexityMeasures.jl` on Julia 1.11.3. The error originates from a type mismatch within the `StaticArrays` package used by `ComplexityMeasures.jl`'s binning estimation. The task is to debug this error, likely by identifying the incompatible type and adapting the code in either `ComplexityMeasures.jl` or `FractalDimensions.jl` to handle it correctly. This might involve updating dependencies, adjusting type annotations, or finding an alternative approach to the binning process.

Complexity: 4/5
bug good first issue

Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems

Julia
#complex-systems#complexity#entropy#frequency#hacktoberfest#julia#nonlinear#nonlinear-dynamics#nonlinear-timeseries-analysis#ordinal-patterns#permutation-entropy#probability#state-space