文件名称:ExpectationMaximization-Algorithm
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ExpectationMaximization Algorithm\Matlab\ComputeLogLiklihood.m
.................................\......\computeSSE.m
.................................\......\dataset_test.txt
.................................\......\dataset1.txt
.................................\......\dataset2.txt
.................................\......\dataset3.txt
.................................\......\doPlot.m
.................................\......\doPlot_EM.m
.................................\......\E_Step.m
.................................\......\euclidean_distance.m
.................................\......\GaussianMixtureLearning.asv
.................................\......\GaussianMixtureLearning.m
.................................\......\intialization_step.m
.................................\......\KMEANS_Part1.asv
.................................\......\KMEANS_Part1.m
.................................\......\M_Step.m
.................................\......\myPDF2D.m
.................................\......\nearestCenteroid.m
.................................\......\plot_gaussian_ellipsoid.m
.................................\......\readTrainingData.m
.................................\......\returnMemberShip.m
.................................\......\script.m
.................................\......\script_EM.m
.................................\......\script_KMEANS.asv
.................................\......\script_KMEANS.m
.................................\......\show2d_mod.m
.................................\......\update_centeroids.m
.................................\README.txt
.................................\report.docx
license.txt