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em-algorithm

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jayshah19949596 / Machine-Learning-Models

Star 337

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

neural-network random-forest linear-regression machine-learning-algorithms naive-bayes-classifier supervised-learning gaussian-mixture-models logistic-regression kmeans decision-trees knn principal-component-analysis dynamic-time-warping kmeans-clustering em-algorithm kmeans-algorithm singular-value-decomposition knn-classification gaussian-classifier value-iteration-algorithm
  • Updated May 15, 2017
  • MATLAB

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

data-science clustering statistical-learning artificial-intelligence functional-data-analysis unsupervised-learning em-algorithm hidden-markov-models time-series-clustering generative-models baum-welch-algorithm statistical-data-analysis mixture-models time-series-segmentation functional-data-clustering curve-clustering statistical-data-science
  • Updated Jan 22, 2019
  • MATLAB

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