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neuropsychology / NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
https://neuropsychology.github.io/NeuroKit
MIT License
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Membership functions for fuzzy entropy #1050

Closed DongCheninmuenster closed 1 hour ago

DongCheninmuenster commented 9 hours ago

Description

I have added membership functions to the fuzzy entropy algorithm by modifying the parameters in the entropy_sample function. Although I'm still a beginner in Python, the good news is that it works as expected. I compared my code and results with Azami's MATLAB version to verify this.

However, I believe there may be a more efficient approach, especially by improving the complexity_tolerance function. I'm continuing to work on implementing this optimization.

Additionally, I have modified the core algorithm of fuzzy entropy by using block matrix, which helps reduce memory usage.

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