fit piecewise linear data for a specified number of line segments
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Oct 26, 2024 - Python
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piecewise-regression
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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
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
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
Automatic partitioning for 2D spatial area
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May 4, 2018 - MATLAB
Implementation of Piece-wise Linear Regression in python on data with Gaussian noise.
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Aug 1, 2020 - Jupyter Notebook
piecewise polynomial regression library
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Feb 22, 2023 - Python
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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Jan 13, 2024 - Jupyter Notebook
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
Piecewise and Spline regression model using NumPy.
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Dec 9, 2023 - Jupyter Notebook
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