搜索资源列表
OpenBUGS
- 这是国外研究Gibbs采样和Bayesian推理的研究人员写的工具包软件，最新版本为V1.4.3。很适合研究机器学习及其贝叶斯推理的科研人员使用。-The BUGS (Bayesian inference Using Gibbs Sampling) project is concerned with flexible software for the Bayesian analysis of complex statistical models using Markov chain Monte
GibbsLDA0.2.tar
- GibbsLDA 的源码，采用gibbs采样来实现LDA算法。-GibbsLDA source, using gibbs sampling to achieve the LDA algorithm.
myfirst1
- 实现吉布斯采样,可用来处理文本，对文本聚类，分析文本主题，请用vs2010打开-Achieve Gibbs sampling, can be used to handle text, text clustering, analysis of text themes
2dgaussian
- 汽车高斯曲面拟合 --- 2程序，以适应到表面二维高斯： 子= A *的进出口（ -（（西为X0）^2/2/sigmax^2 +（艺Y0的）^2/2/sigmay^ 2）。。）+ b的 这些例程是自动在某种意义上说，他们并不需要出发对模型参数的猜测规范。 autoGaussianSurfML（十一，彝，子）适合通过对模型参数的最大似然（最小二乘）。它首先计算了该模型在许多可能的参数值，然后选择最佳质量设置和细化与lsqcurvefit它。 auto
A-Bayesian-Approach
- In this paper, we propose a Bayesian methodology for receiver function analysis, a key tool in determining the deep structure of the Earth’s crust.We exploit the assumption of sparsity for receiver functions to develop a Bayesian deconvolution
example1
- Metropolis within Gibbs sampling
Markov-Chain-Monte-Carlo
- Markov Chain Monte Carlo and gibbs sampling
Markov-Random-Field-Model
- 主要介绍了MRF在图像分析中的应用，如吉普斯采样、马尔科夫场及基于像素级的MRF分割-Mainly introduces the MRF application in image analysis, such as Gibbs sampling, Marco field and based on the pixel level MRF segmentation
ar_g
- PURPOSE: MCMC estimates Bayesian heteroscedastic AR(k) model imposing stability restrictions using Gibbs sampling y = b0 + y(t-1) b1 + y(t-2) b2 +,...,y(t-k) bk + E, E = N(0,sige*V), sige = gamma(nu,d0), b = N(c,T), V = diag(v1,v2,...
matlab-econometric-toolbox
- “Applied Econometrics using MATLAB”配套的计量经济Matlab包-MATLAB code for: 1. least-squares, simultaneous systems (2SLS,3SLS, SUR) 2. limited dependent variable (logit, probit, tobit) and Bayesian variants 3. time-series (VAR, BVAR, ECM) estim
gibbsmotifsampler
- Searches for the motifs in a set of sequences via Gibbs sampling
LDAGibbsSampling-master
- LDA 源码 可以利用它做GIBBS采样 生成主题模型-The LDA Source can use it to do the the GIBBS sampling generated topic model. . . .
HuntLinKulkarni-PredictingCourseGrades
- Most recent approaches have posed texture synthesis in a statistical setting as a problem of sampling from a probability distribution. Zhu et. al. [12] model texture as a Markov Random Field and use Gibbs sampling for synthesis. Unfortunately,
lda
- lda的C++朴素实现，gibbs采样，学习lda必备-lda simple realization of C++, gibbs sampling, learning essential lda
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
BVAR_Gibbs
- Bayesian VAR Models based on GIBBS Sampling
gibbsdemo
- 用Matlab实现的gibbs抽样，包含了若干完整的测试代码。-Demos for Gibbs sampling, in which the matlab language is used.
lda-c-dist
- lda模型的gibbs算法 很好很强大-lda gibbs sampling
MCMC_Gibbs
- 由matlab实现的从高斯分布数据中进行Gibbs采样的示例程序，代码中我已加注释，比较好理解，对于学习MCMC的同学比较有帮助。当初我理解GIbbs采样非常痛苦，希望这份代码对与我有相同经历的同学帮上忙-Realized by MATLAB the Gauss distribution data of Gibbs sampling sample program, the code I have to add a comment, is better understood, more help
paper3
- A Gibbs Sampling Based MAP Detection Algorithm for OFDM Over Rapidly Varying Mobile Radio Channels