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ReversibleJumpMCMCSimulatedAnneaing
- This demo nstrates the use of the reversible jump MCMC simulated annealing for neural networks. This algorithm enables us to maximise the joint posterior distribution of the network parameters and the number of basis function. It performs a global se
automix
- he AutoMix package is a C program for Unix-like systems, implementing the automatic reversible jump MCMC sampler of the same name described in Chapters 4, 5, and 6 of David Hastie s Ph.D. thesis-he AutoMix package is a C program for Unix-l ike s
particle-filter-mcmc
- 该程序为基于粒子滤波的一种新算法,综合MCMC Bayesian Model Selection即MONTE CARLO马尔克夫链的算法,用来实现目标跟踪,多目标跟踪,及视频目标跟踪及定位等,解决非线性问题的能力比卡尔曼滤波,EKF,UKF好多了,是我珍藏的好东西,现拿出来与大家共享,舍不得孩子套不着狼,希望大家相互支持,共同促进.-the program based on particle filter for a new algorithm, Integrated Bayesian MCMC
ssmcmcmatlab
- semi-supervised MCMC classification
rjMCMCsa
- On-Line MCMC Bayesian Model Selection This demo demonstrates 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
msvar
- MCMC（马尔可夫－盟特卡罗方法）实现的程序
MCMCpack.rar
- 使用R语言的马尔科夫链蒙特卡洛模拟（MCMC）源代码程序。,R languages using Markov chain Monte Carlo simulation (MCMC) procedures for source code.
MCMC.rar
- MCMC方法，代码,MCMC方法，代码,MCMC方法，代码,MCMC code,MCMC code,MCMC code,MCMC code
MachineLearning
- MCMC方法是一种重要的模拟计算方法，马尔可夫链蒙特卡尔理论(Markov chain Monte Carlo：MCMC)的研究对建立可实际应用的统计模型开辟了广阔的前景。90年代以来，很多应用问题都存在着分析对象比较复杂与正确识别模型结构的困难。现在根据MCMC理论，通过使用专用统计软件进行MCMC模拟，可解决许多复杂性问题。此外，得益于MCMC理论的运用，使得贝叶斯(Bayes)统计得到了再度复兴，以往被认为不可能实施计算的统计方法变得是很轻而易举了-MCMC method is an im
MCMC3
- 介绍相关向量回归的MCMC理论,并且给出了其丰富的应用背景,最后将实验结果与一般算法进行比较,这篇文章是一个很好的范例-Introduce the relevant vector regression MCMC theory, and application is given its rich background, and finally experimental results are compared with the general algorithm, this article is
MCMC
- 北大于江生教授有关蒙特卡洛方法和马尔科夫链的两个PPT（PDF格式）：An Introduction to MCMC for Machine Learning、Monte Carlo统计方法。共396页-Peking University Professor Yu Jiangsheng on Markov chain Monte Carlo method and the two PPT (PDF format): An Introduction to MCMC for Machine Learn
SimulationandMonteCarlo
- the book <<Simulation and Monte Carlo With applications in finance and MCMC >> about MONte carlo method applying to finance problem and markov chain and markov decision process.
mcmc
- 经典的算法程序，让你的问题顺利而解！很多，像马尔可夫链、蒙特卡罗算法，蚁群算法等等。-Classical algorithm procedure for smooth solution to your problem! Many, such as Markov chain Monte Carlo algorithm, ant colony algorithm and so on.
MCMC
- MARKOV CHAIN MONTE CARLO算法原理及其实际应用-AN INTRODUCTION TO MARKOV CHAIN MONTE CARLO METHODS AND THEIR ACTUARIAL APPLICATIONS
MCMC-Bayesian-(2)
- 一篇硕士学位论文，对贝叶斯中的mcmc方法论述得比较清楚-A master' s degree thesis, discusses the mcmc the Bayesian method was clearly
EM-vs-MCMC
- 一篇关于EM算法与MCMC算法的介绍与区别的论文。-EM VS MCMC for estimation of hidden markov modesl: A computational perspective. Copyright by Tobias Ryden
MCMC
- 详解介绍MCMC，Gibbs抽样和MH算法，找这么多天最详细的-Detailed descr iption MCMC, Gibbs sampling and MH algorithm to find the most detailed so many days
dream
- 贝叶斯MCMC，Dream算法，可以用来计算不确定性。(This fortran program is a Dream method)
MCMC-master
- 利用RNF深度学习网络结构实现MCMC算法(Using RNF deep learning network structure to implement MCMC algorithm)
matlablistings
- 马尔科夫链蒙特卡洛算法简单实例,模式识别，参数识别(mcmc,bayesian,Based on markov chain monte carlo method is implemented in the matlab program)