文件名称:pmtk3-24October2010
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关于贝叶斯统计估计,图像模型,概率计算的程序包-Provide a unified conceptual and software framework encompassing machine learning, graphical models, and Bayesian statistics
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下载文件列表
pmtk3/
pmtk3/config.txt
pmtk3/data/
pmtk3/demos/
pmtk3/demos/bookDemos/
pmtk3/demos/bookDemos/Bayesian_statistics_I/
pmtk3/demos/bookDemos/Bayesian_statistics_I/bernoulliBetaSequentialUpdate.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/betaBinomPostPredDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/bimodalDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/binomialBetaPosteriorDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussInferParamsMean1d.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussSeqlUpdateMuSigma1D.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussSeqUpdateSigma1D.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/healthyLevels.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/NIXdemo2.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/numbersGame.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/sensorFusionUnknownPrec.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/
pmtk3/demos/bookDemos/Bayesian_statistics_II/bayesTtestDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/betaCredibleInt.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/betaHPD.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/cancerRatesEb.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/cancerRatesMh.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/coinsModelSelDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/mixBetaDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/newcombPlugin.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/postDensityIntervals.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/shrinkageDemoBaseball.m
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/emLogLikelihoodMax.m
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/mixGaussOverRelaxedEmDemo.m
pmtk3/demos/bookDemos/Clustering/
pmtk3/demos/bookDemos/Clustering/kmeansDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/kmeansModelSel1d.m
pmtk3/demos/bookDemos/Clustering/kmeansModelSel2d.m
pmtk3/demos/bookDemos/Clustering/mixGaussDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/mixGaussLikSurfaceDemo.m
pmtk3/demos/bookDemos/Clustering/mixGaussMLvsMAP.m
pmtk3/demos/bookDemos/Clustering/mixGaussSingularity.m
pmtk3/demos/bookDemos/Clustering/mixGaussVbDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/mixStudentBankruptcyDemo.m
pmtk3/demos/bookDemos/Clustering/parzenWindowDemo.m
pmtk3/demos/bookDemos/Clustering/vqDemo.m
pmtk3/demos/bookDemos/Constrained_optimization/
pmtk3/demos/bookDemos/Constrained_optimization/saddle.m
pmtk3/demos/bookDemos/Convex_analysis/
pmtk3/demos/bookDemos/Convex_analysis/conjugateFunction.m
pmtk3/demos/bookDemos/Convex_analysis/jensensInequalityFigure.m
pmtk3/demos/bookDemos/Convex_analysis/optLowerbound.m
pmtk3/demos/bookDemos/Decision_theory/
pmtk3/demos/bookDemos/Decision_theory/hingeLossPlot.m
pmtk3/demos/bookDemos/Decision_theory/knnClassifyDemo.m
pmtk3/demos/bookDemos/Decision_theory/linregPolyVsRegDemo.m
pmtk3/demos/bookDemos/Decision_theory/lossFunctionFig.m
pmtk3/demos/bookDemos/Decision_theory/PRhand.m
pmtk3/demos/bookDemos/Decision_theory/riskFnGauss.m
pmtk3/demos/bookDemos/Decision_theory/ROChand.m
pmtk3/demos/bookDemos/Deep_Generative_Models/
pmtk3/demos/bookDemos/Deep_Generative_Models/deepBelNetClassifyDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/deepBelNetDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/mnistSubset.mat
pmtk3/demos/bookDemos/Deep_Generative_Models/rbmClassifyDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/rbmDenoiseDemo.m
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/errorCorrectingCodeDemo.m
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/lungcancerGMdemo.m
pmtk3/demos/bookDemos/Discrete_optimization/
pmtk3/demos/bookDemos/Discrete_optimization/saDemoPeaks.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/bayesLinRegDemo2d.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/leastSquaresProjection.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/linregBayesCaterpillar.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/linregDemo1.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/logregLaplaceGirolamiDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/logregMultinomKernelDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexpDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexpDemoOneToMany.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexp_data.txt
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/rankDefDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/softmaxDemo2.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/splineBasisDemo.m
pmtk3/demos/bookDemos/Frequentist_statistics/
pmtk3/demos/bookDemos/Frequen
pmtk3/config.txt
pmtk3/data/
pmtk3/demos/
pmtk3/demos/bookDemos/
pmtk3/demos/bookDemos/Bayesian_statistics_I/
pmtk3/demos/bookDemos/Bayesian_statistics_I/bernoulliBetaSequentialUpdate.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/betaBinomPostPredDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/bimodalDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/binomialBetaPosteriorDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussInferParamsMean1d.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussSeqlUpdateMuSigma1D.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/gaussSeqUpdateSigma1D.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/healthyLevels.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/NIXdemo2.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/numbersGame.m
pmtk3/demos/bookDemos/Bayesian_statistics_I/sensorFusionUnknownPrec.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/
pmtk3/demos/bookDemos/Bayesian_statistics_II/bayesTtestDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/betaCredibleInt.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/betaHPD.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/cancerRatesEb.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/cancerRatesMh.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/coinsModelSelDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/mixBetaDemo.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/newcombPlugin.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/postDensityIntervals.m
pmtk3/demos/bookDemos/Bayesian_statistics_II/shrinkageDemoBaseball.m
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/emLogLikelihoodMax.m
pmtk3/demos/bookDemos/Bound_optimization_and_the_EM_algorithm/mixGaussOverRelaxedEmDemo.m
pmtk3/demos/bookDemos/Clustering/
pmtk3/demos/bookDemos/Clustering/kmeansDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/kmeansModelSel1d.m
pmtk3/demos/bookDemos/Clustering/kmeansModelSel2d.m
pmtk3/demos/bookDemos/Clustering/mixGaussDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/mixGaussLikSurfaceDemo.m
pmtk3/demos/bookDemos/Clustering/mixGaussMLvsMAP.m
pmtk3/demos/bookDemos/Clustering/mixGaussSingularity.m
pmtk3/demos/bookDemos/Clustering/mixGaussVbDemoFaithful.m
pmtk3/demos/bookDemos/Clustering/mixStudentBankruptcyDemo.m
pmtk3/demos/bookDemos/Clustering/parzenWindowDemo.m
pmtk3/demos/bookDemos/Clustering/vqDemo.m
pmtk3/demos/bookDemos/Constrained_optimization/
pmtk3/demos/bookDemos/Constrained_optimization/saddle.m
pmtk3/demos/bookDemos/Convex_analysis/
pmtk3/demos/bookDemos/Convex_analysis/conjugateFunction.m
pmtk3/demos/bookDemos/Convex_analysis/jensensInequalityFigure.m
pmtk3/demos/bookDemos/Convex_analysis/optLowerbound.m
pmtk3/demos/bookDemos/Decision_theory/
pmtk3/demos/bookDemos/Decision_theory/hingeLossPlot.m
pmtk3/demos/bookDemos/Decision_theory/knnClassifyDemo.m
pmtk3/demos/bookDemos/Decision_theory/linregPolyVsRegDemo.m
pmtk3/demos/bookDemos/Decision_theory/lossFunctionFig.m
pmtk3/demos/bookDemos/Decision_theory/PRhand.m
pmtk3/demos/bookDemos/Decision_theory/riskFnGauss.m
pmtk3/demos/bookDemos/Decision_theory/ROChand.m
pmtk3/demos/bookDemos/Deep_Generative_Models/
pmtk3/demos/bookDemos/Deep_Generative_Models/deepBelNetClassifyDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/deepBelNetDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/mnistSubset.mat
pmtk3/demos/bookDemos/Deep_Generative_Models/rbmClassifyDemo.m
pmtk3/demos/bookDemos/Deep_Generative_Models/rbmDenoiseDemo.m
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/errorCorrectingCodeDemo.m
pmtk3/demos/bookDemos/Directed_graphical_models_Bayes_nets/lungcancerGMdemo.m
pmtk3/demos/bookDemos/Discrete_optimization/
pmtk3/demos/bookDemos/Discrete_optimization/saDemoPeaks.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/bayesLinRegDemo2d.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/leastSquaresProjection.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/linregBayesCaterpillar.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/linregDemo1.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/logregLaplaceGirolamiDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/logregMultinomKernelDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexpDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexpDemoOneToMany.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/mixexp_data.txt
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/rankDefDemo.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/softmaxDemo2.m
pmtk3/demos/bookDemos/Discriminative_models_for_regression_and_classification/splineBasisDemo.m
pmtk3/demos/bookDemos/Frequentist_statistics/
pmtk3/demos/bookDemos/Frequen
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