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synopsisPages
murphyk2 edited this page Jun 9, 2010
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- summary Synopses of the main PMTK3 functions
This page lists the main folders within PMTK. 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.
Most of the main PMTK functions are here. There is one folder per book chapter.
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Generative_classifiers.html Generative_classifiers] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Graphical_models.html Graphical_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Hidden_Markov_models.html Hidden_Markov_models] * [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/Latent_factor_models.html Latent_factor_models] * [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/MCMC.html MCMC] * [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/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/ProbDist.html ProbDist] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/State_space_models.html State_space_models] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/Variable_selection.html Variable_selection] * [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/util.html util]
Some miscellaneous functions are stored here. util are generally useful matlab functions, metatools are functions related to "meta" issues, such as automatically creating this documentation. Other misc folders are included in pmtk but are not listed here.
* [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/util.html util] * [http://pmtk3.googlecode.com/svn/trunk/docs/synopsis/metatools.html metatools]