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Description: EM算法的Matlab源码
EM算法是机器学习中一个很重要的算法，即期望最大化算法，主要包括以下两个步骤： E步骤：estimate the expected values M步骤：re-estimate parameters-EM algorithm of Matlab source
EM algorithm is the machine learning a very important algorithm, which maximize algorithm, mainly including expected the following two steps:
E steps: the expected values M can steps: re-parameters can
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Size: 11264 |
Author: 柳瑶 |
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Description: 利用Matlab编程验证用EM算法估计的高斯混合模型的相关参数的性能。-Validate the use of Matlab programming estimated using EM algorithm for Gaussian mixture model parameters related to the performance.
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Size: 1024 |
Author: 娜张纪念 |
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Description: 求解参数估计的常用算法——EM，即期望最大化算法，用于代替样本量不完全时的极大似然估计算法。-Common algorithm for solving parameter estimation- EM, expectation maximization algorithm is used to replace the sample size is not completely at the maximum likelihood estimation algorithm.
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Size: 9216 |
Author: 孙磊 |
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Description: 基于高斯混合模型(GMM)的em算法，给出了其matlab实现-em algorithm for GMM
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Size: 18432 |
Author: 风陵渡 |
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Description: EM数值算法 MATLAB程序 用于高斯混合模型(numerical algorithms)
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Size: 179200 |
Author: 尛宝天天见
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Description: 在统计计算中，最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）。最大期望经常用在机器学习和计算机视觉的数据聚类（Data Clustering）领域。(In statistical calculation, the expectation maximization (EM) algorithm in probability (probabilistic) maximum likelihood estimation and maximum a posteriori estimation algorithm for parameters in the model, the probability model depends on unobservable latent variable (Latent Variable). Maximum expectations are often used in machine learning and computer vision for data clustering (Data, Clustering) fields.)
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Size: 1024 |
Author: 橡树
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Description: 分类方法，最大期望值算法，利用概率进行分类(The classification method, EM algorithm, is classified by probability)
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Size: 1024 |
Author: 念兹阿梅
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Description: em算法介绍:EM算法有很多的应用，最广泛的就是GMM混合高斯模型、聚类、HMM等等(This is the EM algorithm using JAVA, easy to understand, easy to use and helpful for understanding the EM algorithm)
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Size: 4443136 |
Author: XIAOBIN970819
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Description: 聚类和EM算法实例，包括线性分类和非线性分类，线性回归和非线性回归(Examples of clustering and EM algorithm include linear classification and nonlinear classification, linear regression and nonlinear regression)
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Size: 7168 |
Author: fdy219517
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Description: EM算法的简单实现，EM算法是机器学习中的一个重要的基础算法(Simple implementation of EM algorithm, EM is an important basic algorithm in machine learning)
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Size: 1024 |
Author: dsysd
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Description: EM算法代码实践，使用python实现。(EM algorithm code practice, based on Python implementation)
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Size: 1024 |
Author: suichuan689
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Description: 通过使用EM算法来实现混合高斯的分类,有比较好的效果，很直观的可以展示，对于初学者很有帮助(Through the use of EM algorithm to achieve the classification of mixed Gaussian, have better results, very intuitive to display, helpful for beginners)
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Size: 1024 |
Author: bairuiling
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Description: EM算法是人工智能十大算法之一。三硬币模型算例出自李航的《统计学习方法》，书中给出了计算结果和简单解说，对于不是学数学的看这种复杂的公式看不懂，我也看了很久才看懂。我用matlab编写的代码，并作了详细的注释。(EM algorithm is one of the ten major algorithms of artificial intelligence. The three coin model is derived from Li Hang's statistical learning method. In the book, the calculation results and simple commentary are given. For those who do not learn mathematics, they can not clearly understand this complicated formula. I have seen it for a long time,too. I used MATLAB language wrrting the source code in and annotated it in detail.)
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Size: 27648 |
Author: 碎风
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Description: 该文件主要包含了Matlab条件下开发的EM算法，主要用于机器视觉学习。(This document mainly includes the EM algorithm developed under the condition of Matlab, which is mainly used for machine vision learning.)
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Size: 1024 |
Author: ywqh
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Description: 一个EM-X抽奖程序,基于lua的程序源码(A EM-X lottery program, Lua based program source code)
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Size: 113664 |
Author: 艾斯菲格
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Description: EM 算法的MATLAB编程，以一个示例说明EM编程过程(MATLAB programming of EM algorithm)
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Size: 1024 |
Author: 郭林 |
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Description: EM算法，matlab编程，人工智能领域，机器学习(EM algorithm, matlab programming, artificial intelligence field, machine learning.)
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Size: 1024 |
Author: 高星 |
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Description: EM算法一种有效的优化方法，在机器学习问题中有很重要的影响(EM algorithm is an effective optimization method and has important influence on machine learning problems.)
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Size: 12288 |
Author: 萍儿1234 |
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Description: 这是用python编写的EM算法的实现程序，测试过可以运行。(This is written in Python EM algorithm implementation procedures, tested can run.)
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Size: 23552 |
Author: 笑。。 |
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Description: 用Python实现的EM算法，拟合高斯分布的缺失数据。(EM algorithm writed in python)
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Size: 2048 |
Author: gist |
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