13649ac79274969a5da22481bed9c343b1719682,nab/detectors/numenta/numenta_detector.py,NumentaDetector,initialize,#NumentaDetector#,70

Before Change

  def initialize(self):
    // Get config params, setting the RDSE resolution
    modelParams = getScalarMetricWithTimeOfDayAnomalyParams(
      self.dataSet.data["value"], minResolution=0.001)["modelConfig"]

    self._setupEncoderParams(
      modelParams["modelParams"]["sensorParams"]["encoders"])

After Change

  def initialize(self):
    // Get config params, setting the RDSE resolution
    rangePadding = abs(self.inputMax - self.inputMin) * 0.2

    modelParams = getScalarMetricWithTimeOfDayAnomalyParams(
      metricData=[0],
      minVal=self.inputMin-rangePadding,
      maxVal=self.inputMax+rangePadding,
      minResolution=0.001
    )["modelConfig"]

Instances