Use existing TS file as base oscillation

TimeEval / GutenTAG

GutenTAG is an extensible tool to generate time series datasets with and without anomalies; integrated with TimeEval.

MIT License

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Use existing TS file as base oscillation #9

Open CodeLionX opened 1 year ago

CodeLionX commented 1 year ago

Use an existing time series as base oscillation for a new dataset. This allows injecting our anomalies into existing time series. The file must be formatted in our canonical file format.

GutenTAG tries to parse the ground truth (label) information to prevent anomaly overlaps.

Example configuration:

timeseries:
  - name: "test"
    base-oscillations:
      - kind: file
        path: path/to/file.csv
        channel: 0

CodeLionX commented 1 year ago

We have a contribution that tries to address this: #6

CodeLionX commented 1 year ago

Base feature implemented in #6 (merged). The following points are still open:

[x] Test interaction with the formula API
[ ] How to deal with existing ground truth information. The current implementation assumes a clean time series.