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synopsisPages
mattbdunham edited this page Oct 24, 2010
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- summary Synopses of all PMTK3 functions
This page lists the folders within PMTK/toolbox and PMTK/matlabTools. Click on the link to see the list of files in that folder, with a brief description. Click on the file to see its source code, including comments on how to use it.
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/beta.html beta] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/betaBinomial.html betaBinomial] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/binomial.html binomial] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/chi2.html chi2] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/dirichlet.html dirichlet] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/discrete.html discrete] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/gamma.html gamma] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/gauss.html gauss] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/gaussInvWishart.html gaussInvWishart] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/invChi2.html invChi2] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/invGamma.html invGamma] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/invWishart.html invWishart] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/laplace.html laplace] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/markov.html markov] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/multinomial.html multinomial] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/pareto.html pareto] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/poisson.html poisson] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/student.html student] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/sub.html sub] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/uniform.html uniform] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/BasicModels/wishart.html wishart]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/cpd.html cpd] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/crf2.html crf2] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/dgm.html dgm] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/dgmSeq.html dgmSeq] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/factorGraph.html factorGraph] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/ggm.html ggm] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/mrf.html mrf] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/mrf2.html mrf2] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/tabularFactor.html tabularFactor] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GraphicalModels/tree.html tree]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/deepBelNet.html deepBelNet] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/hmm.html hmm] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/kmeans.html kmeans] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/lds.html lds] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/mixGaussBayes.html mixGaussBayes] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/mixGaussDiscrete.html mixGaussDiscrete] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/mixtureModel.html mixtureModel] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/ppca.html ppca] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/LatentVariableModels/rbm.html rbm]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/discrimAnalysis.html discrimAnalysis] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/fisherLda.html fisherLda] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/generativeClassifier.html generativeClassifier] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/knn.html knn] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/linearRegression.html linearRegression] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/logisticRegression.html logisticRegression] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/mixexp.html mixexp] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/mlcomp.html mlcomp] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/mlp.html mlp] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/naiveBayes.html naiveBayes] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/oneVsRestClassifier.html oneVsRestClassifier] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/probitRegression.html probitRegression] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/rvm.html rvm] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/smlr.html smlr] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/SupervisedModels/svm.html svm]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/imputation.html imputation] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/inference.html inference] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/kernels.html kernels] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/mcmc.html mcmc] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/optimization.html optimization] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Algorithms/variableSelection.html variableSelection]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/graph.html graph] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/graphics.html graphics] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/metaTools.html metaTools] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/oop.html oop] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/stats.html stats] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/util.html util]