fit piecewise linear data for a specified number of line segments
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Jan 11, 2025 - Python
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piecewise-regression
Here are 13 public repositories matching this topic...
piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.
statistics linear-regression regression python3 data-analysis model-fitting piecewise-regression segmented-regression
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Jun 9, 2024 - Python
StAtistical Models for the UnsupeRvised segmentAion of tIme-Series
data-science statistical-learning artificial-intelligence statistical-inference model-selection dynamic-programming human-activity-recognition latent-variable-models em-algorithm newton-raphson hidden-markov-models time-series-analysis time-series-clustering multivariate-timeseries change-point-detection piecewise-regression hidden-process-regression
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Jan 22, 2020 - R
Robust piecewise regression
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Oct 28, 2024 - Python
Functional Latent datA Models for clusterING heterogeneOus curveS
data-science statistical-learning artificial-intelligence statistical-analysis statistical-inference dynamic-programming functional-data-analysis unsupervised-learning em-algorithm hidden-markov-models time-series-analysis baum-welch-algorithm piecewise-regression mixture-models functional-data-clustering curve-clustering hidden-process-regression
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Jan 22, 2020 - R
Smoothing splines for signals with discontinuities
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Feb 9, 2024 - MATLAB
piecewise polynomial regression library
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Feb 22, 2023 - Python
Implementation of Piece-wise Linear Regression in python on data with Gaussian noise.
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Aug 1, 2020 - Jupyter Notebook
Automatic partitioning for 2D spatial area
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May 4, 2018 - MATLAB
Codes used for analysis reported in: Filogonio R, Leite CAC 2023. A comparison of four common mathematical models to assess baroreflex sensitivity. J Exp Zool A
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Mar 15, 2023 - R
This repository consists of the raw data and R scripts of an investigation on the age of acquisition effects. Piecewise regression models have been fitted in this study.
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Mar 11, 2018 - R
Modeling Portfolio (Python based)
random-forest svm rbf-kernel linear-regression exploratory-data-analysis eda pca logistic-regression convolutional-neural-networks ridge-regression cnn-keras svm-classifier gradient-boosting principle-component-analysis lasso-regression k-means-clustering discrete-event-simulation extra-trees-classifier piecewise-regression elasticnetregression
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Dec 2, 2024 - Jupyter Notebook
Piecewise and Spline regression model using NumPy.
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Dec 9, 2023 - Jupyter Notebook
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