preprocessing Package¶
preprocessing Package¶
Standard preprocessing of the incoming TimeSeries
This means standard signal processing steps like several filtering variants, normalizations, subsampling. It excludes spatial filters or data handling like splitter.
Modules¶
clip |
Clip all values to a certain range of values |
differentiation |
Differentiate TimeSeries channel wise |
filtering |
Digital filtering of TimeSeries |
normalization |
Normalize TimeSeries channel-wise |
reorder_memory |
Optimize the underlying memory structure |
subsampling |
Reduce sampling rate of the TimeSeries by a specified fraction |
window_func |
Multiply a signal with a window |