DataHandling¶

class
DataHandling
(*args)¶ Static methods for data handling.
Methods
filterCensoredData
(inputSample, signals, …)Sort inputSample and signals with respect to the censore thresholds.

static
filterCensoredData
(inputSample, signals, noiseThres, saturationThres)¶ Sort inputSample and signals with respect to the censore thresholds.
 Parameters
 inputSample2d sequence of float
Vector of the input sample.
 signals2d sequence of float
Vector of the signals, of dimension 1.
 noiseThresfloat
Value for low censored data. Default is None.
 saturationThresfloat
Value for high censored data. Default is None
 Returns
 inputSampleUnc2d sequence of float
Vector of the input sample in the uncensored area.
 inputSampleNoise2d sequence of float
Vector of the input sample in the noisy area.
 inputSampleSat2d sequence of float
Vector of the input sample in the saturation area.
 signalsUnc2d sequence of float
Vector of the signals in the uncensored area.
Notes
The data are sorted in three different vectors whether they belong to the noisy area, the uncensored area or the saturation area.

static