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Add post-processing options #11

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SebastianSchmidl opened this issue Feb 7, 2023 · 0 comments

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enhancement 🏅 very low

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SebastianSchmidl commented Feb 7, 2023

Add configuration options to post-process (each individual channel) of a time series.

Post-processing options include:

smoothing using convolution along t
segment smoothing (smooth different parts of the time series differently)
scaling and standardization (MinMax, z-score, ...)

Example configuration:

timeseries:
  - name: "mytest"
    length: 1000
    base-oscillations:
      - kind: "sine"
        frequency: 1
      [...]
    anomalies:
      - position: "beginning"
        [...]
    post-processing:
      - channel: 0
        kind: "smoothing"
        factor: 2.0

SebastianSchmidl added enhancement 🏅 very low labels

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