File list (Check if you may need any files):
Matlab-Source-Code-An-Implementation-of-the-Expectation-Maximization-Algorithm-master
.....................................................................................\.DS_Store
.....................................................................................\Matlab
.....................................................................................\......\.DS_Store
.....................................................................................\......\ComputeLogLiklihood.m
.....................................................................................\......\E_Step.m
.....................................................................................\......\GaussianMixtureLearning.asv
.....................................................................................\......\GaussianMixtureLearning.m
.....................................................................................\......\KMEANS_Part1.asv
.....................................................................................\......\KMEANS_Part1.m
.....................................................................................\......\M_Step.m
.....................................................................................\......\computeSSE.m
.....................................................................................\......\dataset1.txt
.....................................................................................\......\dataset2.txt
.....................................................................................\......\dataset3.txt
.....................................................................................\......\dataset_test.txt
.....................................................................................\......\doPlot.m
.....................................................................................\......\doPlot_EM.m
.....................................................................................\......\euclidean_distance.m
.....................................................................................\......\intialization_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