Search for tag: "mixture-models"

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Summary duration 3 minutes 50 seconds Summary Summary	Summary Summary iaml mixture-models means covariance distances point likelihood mixture gaussians kmeans lot attributes axis thing distance gaussian mixtures difference components epsilon cluster initializations From Nigel Goddard 0 likes 2,280 plays 0 Licence Type Creative Commons - Attribution
Introduction to mixture models duration 2 minutes 32 seconds Introduction to mixture models Introduction to mixture models	Introduction to mixture models Introduction to mixture models iaml mixture-models clusters clustering cluster means probability methods parameters space distribution models mixture variances gaussian kind points ways dataset auto algorithm em From Nigel Goddard 0 likes 3,315 plays 0 Licence Type Creative Commons - Attribution
How many Gaussians in the GMM duration 7 minutes 59 seconds How many Gaussians in the GMM How many Gaussians in the GMM	How many Gaussians in the GMM How many Gaussians in the GMM iaml mixture-models model likelihood gaussians components mixture parameters point gaussian points complexity numbers training quantity space means p. razor occam ways variance From Nigel Goddard 0 likes 2,757 plays 0 Licence Type Creative Commons - Attribution
Gaussian mixture model (GMM) duration 8 minutes 53 seconds Gaussian mixture model (GMM) Gaussian mixture model (GMM)	Gaussian mixture model (GMM) Gaussian mixture model (GMM) iaml mixture-models gaussian covariance points matrix instance point gaussians attribute deviation inverse weights coloring posteriors b. target thing attributes importance a. c. From Nigel Goddard 0 likes 3,282 plays 0 Licence Type Creative Commons - Attribution
Visualizing the EM algorithm duration 5 minutes 15 seconds Visualizing the EM algorithm Visualizing the EM algorithm	Visualizing the EM algorithm Visualizing the EM algorithm iaml mixture-models gaussian points gaussians colors x1 variance numbers posteriors point rule bayes probability coloring bit differences estimate variances means mixture posterior From Nigel Goddard 0 likes 3,683 plays 0 Licence Type Creative Commons - Attribution
Expectation-maximization algorithm duration 4 minutes 52 seconds Expectation-maximization algorithm Expectation-maximization algorithm	Expectation-maximization algorithm Expectation-maximization algorithm iaml mixture-models points gaussian variance point means colors gaussians variances step algorithm problem space colours relation probability idea thing estimation mixture observations From Nigel Goddard 0 likes 3,508 plays 0 Licence Type Creative Commons - Attribution