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ParticleFilteringforDynamicConditionallyGaussianMo
- In this demo, we show how to use Rao-Blackwellised particle filtering to exploit the conditional independence structure of a simple DBN. The derivation and details are presented in A Simple Tutorial on Rao-Blackwellised
On-Line_MCMC_Bayesian_Model_Selection
- This demo nstrates how to use the sequential Monte Carlo algorithm with reversible jump MCMC steps to perform model selection in neural networks. We treat both the model dimension (number of neurons) and model parameters
Reversible_Jump_MCMC_Bayesian_Model_Selection
- This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model param
BLS-GSM_Denoising
- BLS-GSM 即"Bayesian Least Squares - Gaussian Scale Mixture".基于贝叶斯最小平方-高斯概率混合模型的算法。用于图像去噪。相关文献索引详见readme-BLS-GSM or
BeyesClassifier
- 一个很好的贝叶斯分类器，通过训练可以进行各种文本分类-A very good Bayesian classifier, through training can be a variety of text classification
FullBNT
- 贝叶斯matlab程序设计算法，给出了各种实验数据和实验方法。-Bayesian matlab programming algorithm, given a variety of experimental data and experimental methods.
FullBNT
- 贝叶斯matlab程序算法，给出了大量练习数据和实验方法以及结果分析。-Bayesian algorithm matlab procedures are given a great deal of practice data and experimental methods and results analysis.
NonparametricBayesianImageSegmentation
- 贝叶斯算法相关，贝叶斯算法是模式分类领域的鼻祖算法，优势明显缺陷亦明显-Bayesian algorithm related to Bayesian algorithm is the originator of the field of pattern classification algorithms, have obvious advantages are obvious defects
Kalman_Filter
- 卡尔曼滤波源代码 Some brief notes ---------------- kfdemo.m is a Matlab scr ipt file to run a demonstration of the Bayesian Kalman filter. It loads file kfdemo.mat (saved as version 4 so that it will read in either
BayesianClassifier1
- 一个基于正态分布 的贝叶斯最小错误率的分类器-A normal distribution based on Bayesian minimum error rate of classifier
src
- implement paper A Bayesian Approach to Digital Matting 贝叶斯抠图 matlab code-implement paper A Bayesian Approach to Digital Matting Bayesian Cutout matlab code
Boosted_Bayesian_Network_Classifier
- 基于文献《Boosted Bayesian Network Classifiers》的实现代码。-Based on the literature Boosted Bayesian Network Classifiers the realization of the code.
bayes
- 朴素贝叶斯c代码，希望对大家有帮助-Naive Bayesian c code, I hope all of you help
Bayers
- 用matlab实现的朴素贝叶斯分类源代码，希望对大家有些帮助-Using matlab realize the Naive Bayesian Classifier source code, in the hope that some U.S. help
NaiveBayes
- 朴素贝叶斯分类器，实现了朴素贝叶斯分类算法，结果表明比较好-Naive Bayesian classifier, to achieve a Naive Bayesian Classifier algorithm, results showed that better
beyes
- 用于数据挖掘的一个小实验，贝叶斯分类，分类-For data mining in a small experiment, Bayesian classifier, classification
TextClassification
- 帮师姐做的毕业论文：基于朴素贝叶斯的文本分类器，使用Visual C# 2005编写，文本语料库包括测试语料库和训练语料库（保存再Access数据库中）-师姐help make the thesis: the text-based Naive Bayesian classifier, the use of Visual C# 2005 to prepare, text corpora, including test and traini
BayesClassier
- 贝叶斯分类器——matlab程序 贝叶斯分类器——matlab程 贝叶斯分类器——matlab程序-Bayesian Classifier- matlab procedures Bayesian Classifier- matlab-way Bayesian Classifier- matlab program
bayes_classifier
- 用MATLAB编写的模式识别中的贝叶斯分类器-Prepared using MATLAB Pattern Recognition Bayesian Classifier
Bayesian_Classification_with_Gaussian_Processesl.p
- Bayesian Classification with Gaussian Processes.pdf文章的实现代码-Bayesian Classification with Gaussian Processes.pdf article, the realization of the code