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Piecewise Regression Python Packages

Python packages with the GitHub topic piecewise-regression. Sorted by relevance, with stars and monthly downloads.
cjekel
pwlf

fit piecewise linear data for a specified number of line segments

299K 348 65
ottenbreit-data-science
aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

233K 23 5
guillermo-navas-palencia
ropwr

Robust piecewise regression

219K 14 2
chasmani
piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

136K 127 26
mstorath
cssd

Smoothing splines for signals with discontinuities

2K 7 2
worldbank
trend-narrative

Python package for piecewise-linear trend detection and plain-English narrative generation for time series data.

502 6 0
Loesgar
mvsr

Library for Fast Segmented Regression

400 3 1
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