This is a test module that currently performs data reduction on arrays by different methods.
Project description
pyDRtest:
Data reduction test module
This is a test module that can perform data reduction in several ways.
Features
- Can perfrom data reduction on arrays
- Select from several data reduction methods
- Tested with an .abf file using pyabf module
Installation
pip install drtest
Usage
Importing:
import drtest as dr
Use the DataAnalysis class for some xdata, ydata:
da = dr.DataAnalysis(xdata, ydata)
Perform data reduction with different methods:
xdec, ydec = da.data_reduction(method='decimate', reduction_factor=4)
xavr, yavr = da.data_reduction(method='average', reduction_factor=4)
xmin, ymin = da.data_reduction(method='min', reduction_factor=4)
xmax, ymax = da.data_reduction(method='max', reduction_factor=4)
xminmax, yminmax = da.data_reduction(method='min/max', reduction_factor=4)
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