搜索资源列表
pmtk3-24October2010
- 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
123
- 介绍了贝叶斯的算法性能原理等等以及一些经典实例和算法的实现部分代码-Introduced the principle of Bayesian algorithm performance as well as some classic examples, and so the realization of part of the code and algorithms
trainlm
- 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）-Using two training methods, namely, LM optimization algorithm (trainlm) and Bayesian regularization algorithm (trainbr)
BayeClassifier
- Bayesian calssifier matlab code and confusion matrix
naivebayes
- 基于matlab 的贝叶斯算法，分类结果显示比较准确-Matlab-based Bayesian algorithm, more accurate classification results
bayes_classifier
- bayesian classifier for 2 cla-bayesian classifier for 2 class
FullBNT-beiyesi
- 贝叶斯网络分类，matlab语言编写的，是一个很不错的算法-Bayesian network classifiers, matlab language, is a very good algorithm
MLNB
- 一个不错的贝叶斯网络代码，可实现贝叶斯网络的训练，推理和预测。-A good Bayesian network code, enabling the training of Bayesian networks, inference and prediction.
bayes
- 基于朴素贝叶斯分类器的汽车评定系统,用VC++实现-Naive Bayesian classifier based on vehicle evaluation system, using VC++ implementation
EM2Inpaint00
- 贝叶斯用多余的字典修复二维图像(矩阵)。使用到了EM优化算法。 -Bayesian Inpainting of 2D images (a matrix) using redundant dictionaries，and EM.
Space-Time-BCS-
- 一种空时贝叶斯压缩感知算法，用在认知无线电中，大大提高了检测概率-Perception of space-time compression of a Bayesian algorithm, used in the cognitive radio, greatly improving the detection probability
bayes-example
- matlab实现的贝叶斯算法，比较简单，对初学贝叶斯有所帮助-matlab implementation of the Bayesian algorithm is relatively simple, helpful for beginners Bayesian
iris_bayes
- 对一组iris数据进行分类的贝叶斯算法，并用留一法计算正确率-Iris on a Bayesian algorithm to classify the data, and calculated using leave-one accuracy
Gaussian-Process-Classification.tar
- 高斯过程在分类中的应用。本程序采用拉普拉斯逼近基于高斯过程的贝叶斯分类。-Gaussian process in the Classification. This procedure uses the Laplace approximation of Gaussian processes based on Bayesian classification.
MCMC-Methods-V2.1
- 本程序是基于马尔可夫链蒙特卡尔理论的贝叶斯工具。版本为MCMC Methods for MLP and GP and Stuff (for Matlab) V2.1 -A collection of matlab functions for Bayesian inference with Markov chain Monte Carlo (MCMC) methods. The purpose of this toolbox was to port some of the features in
xucui
- 这是自己写的一个贝叶斯网络分类器，可能存在问题，自己调一下-This is to write a Bayesian network classifiers, there may be problems, make your own look
Bayes_Classifier_Iris
- 用朴素贝叶斯方法实现了Iris数据的分类，还附了实验报告-Bayesian methods implemented with the Iris data classification, but also with the experimental report
vbssm_v3.0
- Propagation Algorithms for Variational Bayesian Learning.
vbmfa
- Variational Inference for Bayesian Mixtures of Factor Analysers.
1
- 贝叶斯分类器，处理类别为两类，特征值为两个的情况。-Bayesian classifier to deal with two categories, feature is that two cases.