autopwlf 0.8.0
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Description:
autopwlf 0.8.0
Auto PWLF
Piecewise Linear Fit with ability to automatically find the optimal number of line segments.
Full Documentation can be found here: Documentation
Installation available through pip: https://pypi.org/project/autopwlf/
pip install autopwlf
The piecewise fitting uses the pwlf module with full credit to all contributors to this package.
How it works
The currently available Piecewise Linear Fit models in Python do not have a method to determine the optimal number of break points to use. To do so this package performs the following steps:
Smooth the data using a rolling median function
Fit a linear interpolation function on the smoothened data
Use scipy find_peaks function to find the number of extrema points
Filter by primenence to return an estimate on the number of break points
License:
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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