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Choose and subtract Imperical Mode Functions (IMFs) from a EMD analysis of a timeseries

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galibhassan/EMD-Detrender

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EMD Detrender

Given a timeseries data, this package

  • performs Empirical Mode Decomposition(EMD) on the timeseries,
  • provides the user a simple graphical user interface to choose the Imperical Mode Functions (IMF)
  • and finally, detrend the timeseries by subtracting the selected IMFs.

Dependencies

EMD-signal, NumPy, Matplotlib

Demo

IMFSubtractorGif

API

  • emdDetrender

    input:

    • timeseries: a numpy 1d array
    • domain: a numpy 1d array

    output:

    • detrendedtimeseries: a numpy 1d array

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Choose and subtract Imperical Mode Functions (IMFs) from a EMD analysis of a timeseries

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