functional-data-clustering

Here are 7 public repositories matching this topic...

fchamroukhi / FLaMingos

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

Updated Jan 22, 2020
R

Functional-Data-Clustering / Functional-Data

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A repository for function data

data-science machine-learning clustering functional-data-analysis open-data-science functional-data-clustering functional-data functional-data-repository

Updated Feb 18, 2023

fchamroukhi / mixHMMR_m

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Clustering and segmentation of heterogeneous functional data (sequential data) with regime changes by mixture of Hidden Markov Model Regressions (MixFHMMR) and the EM algorithm

data-science statistical-learning regression artificial-intelligence unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models sequential-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science mixture-of-regressions functional-data-ana

Updated Jan 22, 2019
MATLAB

fchamroukhi / mixHMM_m

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Clustering and segmentation of heteregeneous functional data (sequential data) by mixture of gaussian Hidden Markov Models (MixFHMMs) and the EM algorithm