这个软件支持Bayesian衰退和分类模形，它基于神经系统网络和Gaussian作用。它也包括一些根本的程序实现有限和无限混合的模型。
上传时间： 2015-01-14
上传用户：Altman
朴素贝叶斯分类器（Navie Bayesian Classifier）识别鼠标输入的字母A～J
标签： Classifier Bayesian Navie 贝叶斯
上传时间： 2015-03-08
上传用户：chfanjiang
This a Bayesian ICA algorithm for the linear instantaneous mixing model with additive Gaussian noise [1]. The inference problem is solved by ML-II, i.e. the sources are found by integration over the source posterior and the noise covariance and mixing matrix are found by maximization of the marginal likelihood [1]. The sufficient statistics are estimated by either variational mean field theory with the linear response correction or by adaptive TAP mean field theory [2,3]. The mean field equations are solved by a belief propagation method [4] or sequential iteration. The computational complexity is N M^3, where N is the number of time samples and M the number of sources.
标签： instantaneous algorithm Bayesian Gaussian
上传时间： 2013-12-19
上传用户：jjj0202
bayeserr - Computes the Bayesian risk for optimal classifier. ％ bayescln - Classifier based on Bayes decision rule for Gaussians. ％ bayesnd - Discrim. function, dichotomy, max aposteriori probability. ％ bhattach - Bhattacharya s upper limit of mean class. error. ％ pbayescln - Plots discriminat function of Bayes classifier.
标签： Classifier classifier bayeserr Computes
上传时间： 2015-06-14
上传用户：sunjet
Bayesian Filter.贝叶斯（Bayesian）滤波器的C++类库。包括卡尔曼滤波（kalman filter）、粒子滤波(particle filter)等。
标签： Bayesian filter particle Filter
上传时间： 2013-12-28
上传用户：ukuk
ReBEL is a Matlabtoolkit of functions and scripts, designed to facilitate sequential Bayesian inference (estimation) in general state space models. This software consolidates research on new methods for recursive Bayesian estimation and Kalman filtering by Rudolph van der Merwe and Eric A. Wan. The code is developed and maintained by Rudolph van der Merwe at the OGI School of Science & Engineering at OHSU (Oregon Health & Science University).
标签： Matlabtoolkit facilitate sequential functions
上传时间： 2015-08-31
上传用户：皇族传媒
一个由Mike Gashler完成的机器学习方面的includes neural net, naive Bayesian classifier, decision tree, KNN, a genetic algorithm, and some manifold learning algorithms.
标签： classifier includes Bayesian decision
上传时间： 2015-09-11
上传用户：gaome
a Java toolkit for training, testing, and applying Bayesian Network Classifiers. Implemented classifiers have been shown to perform well in a variety of artificial intelligence, machine learning, and data mining applications.
标签： Classifiers Implemented Bayesian applying
上传时间： 2015-09-11
上传用户：ommshaggar
The Bayesian Committee Machine (BCM) is an approximation method for large-scale Gaussian process regression. - The code is for Matlab Version 1.0, November 2005
标签： approximation large-scale Committee Bayesian
上传时间： 2015-09-14
上传用户：caiiicc
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.
标签： Selection Bayesian CARLO Model
上传时间： 2013-12-22
上传用户：ynwbosss
