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Description: 一本介绍EM算法的好书，，比较了很多种方法，对学习EM的人很有用-An introduction book of the EM algorithm, and compares a lot of kinds of methods, is very useful to study of EM
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Size: 14375936 |
Author: snowman |
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Description: 一本关于EM算法的书籍，对EM算法进行了详尽的介绍。-A book on the EM algorithm, the EM algorithm in detail.
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Size: 15421440 |
Author: Bruce |
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Description: 数据挖掘十大经典算法之一的EM算法的学习文档，里边有细致的介绍。-One of the top ten classical data mining algorithms EM algorithm to learn the document, inside a detailed introduction.
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Size: 165888 |
Author: lida |
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Description: em算法论文
EM算法为有限混合模型的极大似然估计提供了一个标准框架。本文简单推
导了有限混合高斯分布的EM算法，并针对其收敛速度慢的缺点设计了一种有效
选取参数初始值的方法，数值实验表明，该方法有助于EM算法以较快的速度在
参数真值附近收敛。-em algorithm papers
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Size: 1529856 |
Author: rfanddsp |
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Description: EM算法的matlab详细代码，很详细，可以直接使用。-EM algorithm matlab detailed code, very detailed and can be used directly.
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Size: 59392 |
Author: liuhuan |
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Description: EM算法，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）。-EM algorithm
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Size: 7643136 |
Author: 窦本君 |
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Description: 讲解EM算法的经典书籍，适合初学者和想进一步学习的很好的书-the classic books about EM algorithm , suitable for beginners and who wants to have a further study in EM.
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Size: 16686080 |
Author: yangdan |
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Description: 主要介绍了EM算法（最大期望算法），该方法用于参数估计，相较于MLE算法更为简单。-em algorithm
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Size: 3072 |
Author: Weibull |
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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: 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: 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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