DataHandling¶

class
DataHandling
¶ Static methods for data handling.
Methods
filterCensoredData
(signals, noiseThres, …)Sort inputSample and signals with respect to the censore thresholds. 
static
filterCensoredData
(signals, noiseThres, saturationThres)¶ Sort inputSample and signals with respect to the censore thresholds.
Parameters: inputSample : 2d sequence of float
Vector of the input sample.
signals : 2d sequence of float
Vector of the signals, of dimension 1.
noiseThres : float
Value for low censored data. Default is None.
saturationThres : float
Value for high censored data. Default is None
Returns: inputSampleUnc : 2d sequence of float
Vector of the input sample in the uncensored area.
inputSampleNoise : 2d sequence of float
Vector of the input sample in the noisy area.
inputSampleSat : 2d sequence of float
Vector of the input sample in the saturation area.
signalsUnc : 2d 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