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Demos
mattbdunham@gmail.com edited this page Mar 28, 2012
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- summary A list of every PMTK3 demo
* [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(1)-Introduction/index.html (1) Introduction] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(2)-Probability/index.html (2) Probability] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(3)-Generative_models_for_discrete_data/index.html (3) Generative Models For Discrete Data] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(4)-Gaussian_models/index.html (4) Gaussian Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(5)-Bayesian_statistics/index.html (5) Bayesian Statistics] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(6)-Frequentist_statistics/index.html (6) Frequentist Statistics] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(7)-Linear_regression/index.html (7) Linear Regression] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(8)-Logistic_regression/index.html (8) Logistic Regression] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(10)-Directed_graphical_models_Bayes_nets/index.html (10) Directed Graphical Models Bayes Nets] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(11)-Mixture_models_and_the_EM_algorithm/index.html (11) Mixture Models And The EM Algorithm] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(12)-Latent_linear_models/index.html (12) Latent Linear Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(13)-Sparse_linear_models/index.html (13) Sparse Linear Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(14)-Kernels/index.html (14) Kernels] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(15)-Gaussian_processes/index.html (15) Gaussian Processes] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(16)-Adaptive_basis_function_models/index.html (16) Adaptive Basis Function Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(17)-Markov_and_hidden_Markov_Models/index.html (17) Markov And Hidden Markov Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(18)-State_space_models/index.html (18) State Space Models] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(19)-Undirected_graphical_models_Markov_random_fields/index.html (19) Undirected Graphical Models Markov Random Fields] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(21)-Variational_inference/index.html (21) Variational Inference] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(23)-Monte_Carlo_inference/index.html (23) Monte Carlo Inference] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(24)-Markov_Chain_Monte_Carlo_MCMC_inference/index.html (24) Markov Chain Monte Carlo MCMC Inference] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(25)-Clustering/index.html (25) Clustering] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(26)-Graphical_model_structure_learning/index.html (26) Graphical Model Structure Learning] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(27)-Latent_variable_models_for_discrete_data/index.html (27) Latent Variable Models For Discrete Data] * [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/bookDemos/(28)-Deep_learning/index.html (28) Deep Learning]
_a collection of demos not appearing in the book_
* [http://pmtk3.googlecode.com/svn/trunk/docs/demoOutput/otherDemos/otherDemos/index.html OtherDemos]