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synopsisPages
mattbdunham edited this page May 21, 2010
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This page lists each folder within the toolbox directory (there is one folder per book chapter). 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/ApproxInfDeterministic.html ApproxInfDeterministic] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/ApproxInfStochastic.html ApproxInfStochastic] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Bayesian_models_I.html Bayesian_models_I] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Bayesian_models_II.html Bayesian_models_II] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Clustering.html Clustering] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Decision_theory.html Decision_theory] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Directed_graphical_models.html Directed_graphical_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/GaussianModels.html GaussianModels] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Generative_classifiers.html Generative_classifiers] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Hidden_Markov_models.html Hidden_Markov_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Information_theory.html Information_theory] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/KalmanFiltering.html KalmanFiltering] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Kernel_methods_for_supervised_learning.html Kernel_methods_for_supervised_learning] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Linear_algebra.html Linear_algebra] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Linear_regression.html Linear_regression] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Logistic_regression.html Logistic_regression] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Markov_models.html Markov_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Mixture_models.html Mixture_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Model_selection_and_regularization.html Model_selection_and_regularization] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Network_structure_learning.html Network_structure_learning] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Neural_networks.html Neural_networks] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Optimization.html Optimization] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Principal_components_analysis_PCA.html Principal_components_analysis_PCA] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Some_useful_probability_distributions.html Some_useful_probability_distributions] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Undirected_graphical_models.html Undirected_graphical_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/VariableSelection.html VariableSelection]
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/util.html util] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/metatools.html metatools]