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ontime-re / ontime

Your library to work with time series
Apache License 2.0
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Data Quality Detector #35

Closed fredmontet closed 4 months ago

fredmontet commented 11 months ago

Description

The idea here is to create a detector that is very basic : it would validate only validate the data given a set of rules. The input would be a raw time series from a sensor and as output, it would be a constrained time series such as BinaryTimeSeries, or AnomalyTimeSeries.

Example

  DataQualityDetector(ts, {
      upper_threshold: float, 
      lower_threshold: float,
      tolerance_margin: float,
      ... 
  })
fredmontet commented 5 months ago

Taken!