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Wavelet Transform Modulus Maxima

This library implements Wavelet Transform Modulus Maxima (WTMM) on top of PyWavelets (pywt)

Files:

  • cwt.py does Continous Wavelet Transform and contains main function wtmm() that runs Wavelet Transform Modulus Maxima
  • mytracing.py implements tracing of bifurcations
  • tests.py implements some unit tests
  • _functions.py is modified file from pywt package. It changes the effective support of wavelet functions to be in range [-1,1] that makes finding the valid areas in wt easier.
  • example.ipynb jupyter notebook with example on how to use the library