Description: 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。-software support this recession and Bayesian classification pattern, It is based on neural network and Gaussian role. It also includes some of the procedures to achieve limited and unlimited mixed model. Platform: |
Size: 1180672 |
Author:方正 |
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Description: This code is to estimate the parameter of model of Mixture Gauss which is popular model used in pattern classification .
JAVA 写的估计复合高斯模型中的参数
-This code is to estimate the parameter of model of Jian Gauss which is popular model used in pattern classification. Java was estimated composite Gaussian model parameters Platform: |
Size: 5120 |
Author:修宇 |
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Description: 这个源码提供了如何利用高斯混合模型去做影像辨识的模型分类-the source how to use a Gaussian mixture model to do imaging Identification Classification Model Platform: |
Size: 15360 |
Author:小王 |
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Description: 在图像处理中经常涉及分类，多次有用到非参数估计。本程序用Parzen窗来估计，用随机高斯函数来作计策信号.-in image processing involves classification, the many useful to the non- parametric estimation. The procedure used to estimate Parzen window, using random Gaussian function to signal for the ploy. Platform: |
Size: 58368 |
Author: |
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Description: Bayesian Classification with Gaussian Processes.pdf文章的实现代码-Bayesian Classification with Gaussian Processes.pdf article, the realization of the code Platform: |
Size: 59392 |
Author:dengqingeng |
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Description: very good Gaussian Mixture Models and Probabilistic Decision-Based Neural Networks for Pattern Classification - A Comparative Study document -very good Gaussian Mixture Models and Probabilistic Decision-Based Neural Networks for Pattern Classification- A Comparative Study document Platform: |
Size: 287744 |
Author:B |
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Description: 本贝叶斯分类器可以实现对二维高斯分布样本的分类-The Bayesian classifier can achieve two-dimensional Gaussian distribution of the classification of samples Platform: |
Size: 3072 |
Author:maling |
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Description: 高斯过程在回归和分类问题中的应用，注释详细-Gaussian process regression and classification problems in the application, comments, details Platform: |
Size: 834560 |
Author:google |
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Description: 基于高斯混合分布的假设，利用EM算法对数据进行分类-classification based on the Gaussian Mixtrue Models using EM algorithms Platform: |
Size: 24576 |
Author:王生 |
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Description: 一篇论文：基于EM算法的Gaussian混合模型用于图像分类-Paper: EM algorithm based on Gaussian mixture model for image classification Platform: |
Size: 263168 |
Author: |
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Description: 《Software for Flexible Bayesian Modeling and Markov Chain Sampling》是机器学习领域专家Neal编写的用于Bayesian和马尔可夫链Linux下的C语言工具包。很有名，也很权威。
-This software supports Bayesian regression and classification models based on neural networks and Gaussian processes, and Bayesian density estimation and clustering using mixture models and Dirichlet diffusion trees. It also supports a variety of Markov chain sampling methods, which may be applied to distributions specified by simple formulas, including simple Bayesian models defined by formulas for the prior and likelihood. Platform: |
Size: 974848 |
Author:王磊 |
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Description: 高斯过程算法在回归和分类中的应用程序。与书本《基于高斯过程的机器学习》配套。本程序是最新的v3.1版，更新于2010-09-27-Gaussian process regression and classification algorithm in the application. And the book " machine learning based on Gaussian process" support. This program is the latest v3.1 version, updated on 2010-09-27 Platform: |
Size: 609280 |
Author:hu |
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Description: 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. Platform: |
Size: 44032 |
Author:hu |
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Description: 贝叶斯分类器，首先生成3000个高斯分布的点，1000个点做训练集，2000个点做测试集。先运行data_generator.m自动生成两个集盒，再运行bayes_classifier.m进行分类-Bayesian classifier, the first generation 3000 Gaussian distribution of points, 1000 points to do the training set, 2000 points to do the test set. Automatically generated the first two sets running data_generator.m box, and then run bayes_classifier.m classification Platform: |
Size: 2048 |
Author:飞兔 |
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Description: 这是一个高斯分类算法的程序，有多种多元分类算法。-This is a gaussian classification algorithm of the program, a variety of multi-classification algorithm. Platform: |
Size: 550912 |
Author:未散 |
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