搜索资源列表
EXO1
- 贝叶斯原理实现一个关于气温测试的例子，使用matlab.-Bayesian principles to achieve a temperature of the test examples, the use of Matlab.
bayes_classify
- 用Matlab编写的Bayes 分类器，用以进行两类模式识别-prepared using Matlab Bayesian classifier, used for two types of pattern recognition
基于贝叶斯网络的源程序
- 基于贝叶斯网络的源程序，可用于对数据的分类工作，效果较好,Based on Bayesian network source, the data can be used for the classification of work, better
BNL.zip
- The BNL toolbox is a set of Matlab functions for defining and estimating the parameters of a Bayesian network for discrete variables in which the conditional probability tables are specified by logistic regression models. Logistic regression can be
PCA_LDA.rar
- 《机器学习》课上的作业，PCA和LDA降维，尽管网上很多，但很少注释，另外细节上也没注意。这里有很详细的注释。另外还附上一个Naive贝叶斯分类器，大家可以作比较。附带的图像包是OLR人脸。ReducedDim为想要提取的特征数，不是百分比！," Machine learning" classes on the homework, PCA and LDA dimensionality reduction, even though a lot of online, but f
attfaces.zip
- 机遇PCA的人脸识别，包括图像读取，PCA降维以及机遇简单贝叶斯分类,PCA Face Recognition opportunities, including the image read, PCA dimensionality reduction as well as the opportunity for easy Bayesian Classifier
contourlet.rar
- contourlet变换工具箱，附带贝叶斯阈值去噪,Toolbox contourlet transform, with Bayesian threshold denoising
abdi-PCA4Wiley.zip
- ua University, in 2002 publi this document, including the Mont A program of curve fitting based Bayesian Filter. Bayesian (Bayesi a target tracking system MATLAB s cubic spline curve fitting This i book is widely used in engineerin this
mcmcstuff.rar
- 本源码是基于Markov chain Monte Carlo (MCMC)的Bayesian inference工具包,其中包括MCMC采样，基于MCMC的高斯分类，同时描述了采样的一些方法。其中还有使用文档,toolbox is a collection of Matlab functions for Bayesian inference with Markov chain Monte Carlo (MCMC) methods
VBLS
- 变分贝叶斯最小二乘法的matlab程序。-Variational Bayesian least-squares method matlab program
mattjj-matlab-hsmm-40a597a
- Bayesian-HSMM it is very useful. in fact, it extended tranditional HSMM. it contains a example, if you want to used it, please run demo.-a matalab code based on Bayesian-HSMM. it is very useful. in fact, it extended tranditional HSMM. it contains
naive_bayes_numeric
- 利用matlab实现的朴素贝叶斯分类器的源代码，可以用来分类或识别，自己编写的，请多指教-Using matlab Naive Bayesian classifier to achieve the source code can be used to classification or recognition, I have written, and like him Zhijiao
LM
- 采用贝叶斯正则化算法提高bp网络的性能，即L-M优化算法-The use of Bayesian regularization algorithm to improve network performance bp, that is, LM optimization algorithm
bys
- 采用贝叶斯正则化算法提高BP网络的推广能力。在本例中，将采用两种训练方法，即L-M优化算法（trainlm)和贝叶斯正则化算法（trainbr),用以训练BP网络，使其能够拟合某一附加有白噪声的正弦样本数据。-The use of Bayesian regularization algorithm for BP network to improve generalization ability. In this case, two types of training methods will b
particale_filters
- 粒子滤波器是通过蒙特卡罗模拟来实现递归贝叶斯滤波，它不需要线性、高斯噪声的假设，适用于任何能用状态空间模型表示的非线性系统，比卡尔曼滤波器的适用范围广。这里给出了几个粒子滤波的matlab编程实例。-Particle filters are using Monte Carlo simulations to achieve the recursive Bayesian filtering, it does not require linear, Gaussian noise assumptions
bayesthresholding
- 这个代码是基于贝叶斯的阈值分割,很有用的-This code is based on the Bayesian threshold segmentation, very useful
BNT_SLP.tar
- 动态贝叶斯网络结构学习算法，用来检验基于BOA的DBN结构寻优体系的合理性与可行性。环境matlab 6.1以上-Dynamic Bayesian network structure learning algorithm, the DBN used to test the structure-based optimization BOA system is reasonable and feasible. Environmental matlab 6.1 or above
Navie-Bayes
- 机器学习中关于朴素贝叶斯（NB）方法的Matlab源代码，附带四个数据集用于实验-Machine Learning on Bayesian (NB) method of Matlab source code, with four data sets for experiments
mcl
- 详细介绍MCL算法，是由Sebastian Thrun a, Dieter Fox, Wolfram Burgard, Frank Dellaert所著的论文，发表于Artificial Intelligence上。-Mobile robot localization is the problem of determining a robot’s pose from sensor data. This article presents a family of probabilistic lo
Signal_Processing
- 贝叶斯滤波器设计的MATLAB程序，源码。-MATLAB Bayesian filter design process, the source code.