neuropsychology / NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
https://neuropsychology.github.io/NeuroKit
MIT License
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Indices of complexity, entropy and fractal dimension #40

Closed DominiqueMakowski closed 3 years ago

DominiqueMakowski commented 4 years ago

This is a summary of the progress of implementing a comprehensive framework for complexity analysis. The goal is too carefully reimplement all indices so that it's efficient, validated and tested.

Measures

Entropy

Fractal Dimension

Other

Helpers

References

LRydin commented 4 years ago

Small comment, I guess there is little point in separating detrended fluctuation analysis (DFA) and multifractal detrended fluctuation analysis (MFDFA), as the latter should always be able to do DFA if you set the power/exponent =2 :).

DominiqueMakowski commented 4 years ago

Thanks for that very good point 😁 I'll leave it as is just to separate the implementations (as most of DFA implementations do not allow for MDFA ;)

stale[bot] commented 3 years ago

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