fosanalysis
A framework to evaluate distributed fiber optic sensor data
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fosanalysis.preprocessing.resizing Namespace Reference

Contains functionality for resizing data: More...

Classes

class  Aggregate
 Change the dimension of an array using aggregate functions (such as mean, median, min or max). More...
 
class  Crop
 Object, for cropping data sets and saving the preset. More...
 
class  Downsampler
 Class for reducing strain data size while keeping the data loss small by combining several values into one value. More...
 
class  Resampler
 Class for resampling one-dimensional or two-dimensional strain data. More...
 
class  Resizing
 Base class for algorithms to replace/remove missing data with plausible values. More...
 

Detailed Description

Contains functionality for resizing data:

  • Reduce 2D to 1D (or 0D): Aggregate.
  • Combining several readings into one using aggregate functions: Downsampler.
  • Changing spatial or temporal spacing of data using interpolation: Resampler.
Author
Bertram Richter
Date
2024