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JuliaDynamics / ComplexityMeasures.jl

Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex systems
MIT License
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Good-Turing probabilities estimator #406

Open kahaaga opened 4 weeks ago

kahaaga commented 4 weeks ago

Describe the feature you'd like to have

At some point, I had implemented the Good-Turing probabilities estimator. I'm not sure if it disappeared from the list of estimators, or if I forgot to push a PR for it. In any case: we should include it.

Cite scientific papers related to the feature/algorithm

This paper, for example, uses a variant of it that we should implement. This reference is also useful

Datseris commented 4 weeks ago

I didn't delete any branches, and the only other branch that is pushed is about Pal differential entropy estimator (https://github.com/JuliaDynamics/ComplexityMeasures.jl/commit/2690eaceaa71a2397aa8fa0de9f540da9af9a00b) . Unfortunately you likely forgot to push :( I hope you can find the code!

kahaaga commented 4 weeks ago

:( Well well, no worries. I had a quite prolific period of implementing new things just before we started reorganising the package, so there's a bit of a backlog on things that should be included here. I'm sure I can dig up the code from somewhere :D