Signals transformation (darsia.signals)

Dimensionsional reduction and transformation of signals.

Subpackages

• Signal conversion models (darsia.signals.models)
  • Submodules
  • darsia.signals.models.basemodel module
    • HeterogeneousModel
      • HeterogeneousModel.calibrate()
      • HeterogeneousModel.keys()
      • HeterogeneousModel.update_model_parameters()
      • HeterogeneousModel.ignore_labels
      • HeterogeneousModel.masks
      • HeterogeneousModel.obj
    • Model
      • Model.calibrate()
      • Model.update_model_parameters()
  • darsia.signals.models.binarydataselector module
    • BaseCriterion
      • BaseCriterion.bind()
    • BinaryDataSelector
    • CombinedCriterion
      • CombinedCriterion.bind()
    • GradientModulusCriterion
      • GradientModulusCriterion.bind()
    • RelativeValueCriterion
      • RelativeValueCriterion.bind()
    • TransformedValueCriterion
      • TransformedValueCriterion.bind()
    • ValueCriterion
      • ValueCriterion.bind()
  • darsia.signals.models.clipmodel module
    • ClipModel
      • ClipModel.calibrate()
      • ClipModel.update()
      • ClipModel.update_model_parameters()
  • darsia.signals.models.combinedmodel module
    • CombinedModel
      • CombinedModel.calibrate()
      • CombinedModel.update_model_parameters()
  • darsia.signals.models.dynamicthresholdmodel module
    • DynamicThresholdModel
      • DynamicThresholdModel.calibrate()
      • DynamicThresholdModel.update_model_parameters()
    • GlobalMinTwoPeakHistogrammAnalysis
    • HistogrammBasedThresholding
    • OtsuTwoPeakHistogrammAnalysis
    • StandardOtsu
    • TwoPeakHistogrammAnalysis
  • darsia.signals.models.linearmodel module
    • HeterogeneousLinearModel
      • HeterogeneousLinearModel.calibrate()
      • HeterogeneousLinearModel.update()
      • HeterogeneousLinearModel.update_model_parameters()
    • LinearModel
      • LinearModel.calibrate()
      • LinearModel.update()
      • LinearModel.update_model_parameters()
    • ScalingModel
      • ScalingModel.calibrate()
      • ScalingModel.update()
      • ScalingModel.update_model_parameters()
  • darsia.signals.models.staticthresholdmodel module
    • StaticThresholdModel
      • StaticThresholdModel.calibrate()
      • StaticThresholdModel.update_model_parameters()
  • darsia.signals.models.thresholdmodel module
    • ThresholdModel
• Dimensional reduction (darsia.signals.reduction)
  • Submodules
  • darsia.signals.reduction.dimensionreduction module
    • AxisReduction
      • AxisReduction.axis
      • AxisReduction.index
      • AxisReduction.kwargs
      • AxisReduction.mode
    • extrude_along_axis()
    • reduce_axis()
  • darsia.signals.reduction.monochromatic module
    • MonochromaticReduction
  • darsia.signals.reduction.signalreduction module
    • SignalReduction