mloss.org BRML toolboxhttp://mloss.orgUpdates and additions to BRML toolboxenSun, 17 Jul 2011 19:30:15 -0000BRML toolbox 070711http://mloss.org/software/view/279/<html><p>The toolbox contains routines for manipulating probabilities and forming structured distributions. The code accompanies a textbook on Bayesian Reasoning and Machine Learning which is freely available from the project website. There is an emphasis on discrete variables, though the software is extendible to continuous distributions as well. Standard methods are supported including Junction Trees, Influence Diagrams, Markov Decision Processes, Factor Graphs, Hidden Markov models, Linear Dynamical Systems, Switching LDSs, PCA with missing data, various matrix factorisation routines and many more. </p></html>David BarberSun, 17 Jul 2011 19:30:15 -0000http://mloss.org/software/rss/comments/279http://mloss.org/software/view/279/kalman filtermachine learningexact bayesian methodsapproximate inferencebayesian networksfactor graphsjunction treeexact inferencehidden markov modelgaussian processesmarkov networ