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GitHub topics: piecewise-regression

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.

Language: Python - Size: 22.3 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 118 - Forks: 25

mstorath/CSSD

Smoothing splines for signals with discontinuities

Language: MATLAB - Size: 465 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 6 - Forks: 1

cjekel/piecewise_linear_fit_py

fit piecewise linear data for a specified number of line segments

Language: Python - Size: 15.8 MB - Last synced at: 21 days ago - Pushed at: 5 months ago - Stars: 334 - Forks: 62

fchamroukhi/SaMUraiS

StAtistical Models for the UnsupeRvised segmentAion of tIme-Series

Language: R - Size: 10.8 MB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 1

cglamb/Modeling

Modeling Portfolio (Python based)

Language: Jupyter Notebook - Size: 3.62 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

guillermo-navas-palencia/ropwr

Robust piecewise regression

Language: Python - Size: 1.43 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 12 - Forks: 1

renatofilogonio/baroreflex_methods

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

Language: R - Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

jay15summer/spatial-partition-wise-regression

Automatic partitioning for 2D spatial area

Language: Matlab - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

AjNavneet/PiecewiseSplineRegression_Numpy

Piecewise and Spline regression model using NumPy.

Language: Jupyter Notebook - Size: 3.65 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

fchamroukhi/FLaMingos

Functional Latent datA Models for clusterING heterogeneOus curveS

Language: R - Size: 14.1 MB - Last synced at: 9 days ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 1

Ekan5h/PiecewiseLinearRegression

Implementation of Piece-wise Linear Regression in python on data with Gaussian noise.

Language: Jupyter Notebook - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Related Keywords
piecewise-regression 11 hidden-markov-models 2 em-algorithm 2 dynamic-programming 2 data-science 2 hidden-process-regression 2 artificial-intelligence 2 python 2 numpy 2 statistical-inference 2 statistical-learning 2 time-series-analysis 2 logistic-regression 2 segmented-regression 2 regression 2 linear-regression 2 pca 1 lasso-regression 1 principle-component-analysis 1 k-means-clustering 1 random-forest 1 rbf-kernel 1 ridge-regression 1 svm 1 gradient-boosting 1 extra-trees-classifier 1 data-analysis 1 svm-classifier 1 machine-learning 1 optimization 1 baroreflex-sensitivity 1 spatial-partitioning 1 spatial-regression 1 ml 1 spline 1 baum-welch-algorithm 1 curve-clustering 1 functional-data-analysis 1 functional-data-clustering 1 mixture-models 1 statistical-analysis 1 unsupervised-learning 1 regression-algorithms 1 model-fitting 1 python3 1 statistics 1 changepoint-detection 1 discontinuities 1 matlab 1 smoothing 1 splines 1 step-detection 1 piecewise-linear 1 scipy 1 segment 1 segmented 1 tensorflow 1 change-point-detection 1 human-activity-recognition 1 latent-variable-models 1 model-selection 1 multivariate-timeseries 1 newton-raphson 1 time-series-clustering 1 cnn-keras 1 convolutional-neural-networks 1 discrete-event-simulation 1 eda 1 elasticnetregression 1 exploratory-data-analysis 1