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Kolmogorov Sinai entropy from a RP #37

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Datseris opened this issue Jan 15, 2019 · 2 comments
Open

Kolmogorov Sinai entropy from a RP #37

Datseris opened this issue Jan 15, 2019 · 2 comments
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wanted feature Feature we would like to have!

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@Datseris
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Datseris commented Jan 15, 2019

Chapter two of the book N. Marwan & C.L. Webber, "Recurrence Quantification Analysis. Theory and Best Practices" discusses how the Kolmogorov entropy can be connected to and computed from Recurrence matrices. See 2.2 and 2.3.3 .

A method for estimating KS entropy has long been requested from ChaosTools, see JuliaDynamics/ChaosTools.jl#6 .

Would be cool to implement the algorithm in this package!


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@pucicu
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pucicu commented Jan 15, 2019 via email

@Datseris
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Nothing we can't handle! ChaosTools has full support for automatically deducing scaling regions. In this video: https://www.youtube.com/watch?v=13hqE_1a158&t=1766s at 1:07:33 time I am showcasing this because I overview how we compute the Renyi (generalized) dimension of datasets automatically.

(Of course the option for the user to find the scaling region also exists)

@Datseris Datseris added wanted feature Feature we would like to have! and removed enhancement labels Jan 26, 2019
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