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EM算法(讲解+程序)
EM 算法是Dempster,Laind,Rubin于1977年提出的求参数极大似然估计的一种方法,它可以从非完整数据集中对参数进行 MLE估计,是一种非常简单实用的学习算法。这种方法可以广泛地应用于处理缺损数据、截尾数据以及带有噪声等所谓的不完全数据,可以具体来说,我们可以利用EM算法来填充样本中的缺失数据、发现隐藏变量的值、估计HMM中的参数、估计有限混合分布中的参数以及可以进行无监督聚类等等。(EM algorithm is a method for maximum likelihood estimation of parameters proposed by Dempster, Laind and Rubin in 1977. It can estimate parameters from incomplete data sets by MLE. It is a very simple and practical learning algorithm. This method can be widely used in dealing with the so-called incomplete data such as defective data, censored data and noisy data. Specifically, we can use EM algorithm to fill missing data in samples, find hidden variable values, estimate parameters in HMM, estimate parameters in finite mixed distribution, and so on. Unsupervised clustering and so on.)
- 2020-07-04 06:00:01下载
- 积分:1
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xiaoboedge
此为小波边缘提取的源代码,已经精心调试过,请放心使用.(This is the wavelet edge detection of the source code has been carefully debugging, please rest assured that use.)
- 2007-07-31 19:37:56下载
- 积分:1
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biomaterialscasestudy
Several case studies for biomaterials.Included heart valves, wound dressing, dental biomaterials and joint replacement.
- 2010-11-11 14:25:20下载
- 积分:1
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123.rar
請設計一個8位元移位暫存器,規格如下:
當控制線S1,S2輸入為00時,平行載入;
當控制線S1,S2輸入為01時,在一時脈內向右shift 1位元;
當控制線S1,S2輸入為10時,在一時脈內向右shift 2位元;
當控制線S1,S2輸入為11時,在一時脈內向右shift 3位元
(Serial Adder)
- 2009-12-08 00:02:56下载
- 积分:1
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makingJac
making jacobian matrix power system
- 2011-06-11 15:12:41下载
- 积分:1
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nn
说明: 本书名为《神经网络从入门到精通》。讲述了神经网络的基本分类和特点,神经网络的优化算法等。(In a book called neural network from entry to the master. . Describes the basic classification and characteristics of the neural network, the neural network algorithm.)
- 2014-08-16 16:39:26下载
- 积分:1
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well-test
均质油气藏matlab试井曲线程序,可用于分析地层参数对地层压力的影响。(Homogeneous reservoir testing curve matlab procedures can be used to analyze the impact on the formation pressure formation parameters.)
- 2014-01-15 10:24:58下载
- 积分:1
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Paper3
Vector Templates for Handprinted
Symbol Recognition
- 2009-02-09 02:56:08下载
- 积分:1
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TimeSeries
time series annalys. Trend decomposyshion. Season index decomposition
- 2010-11-09 07:32:46下载
- 积分:1
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TP-FFT
MATLAB application of the Fourier transform
- 2012-03-25 23:02:52下载
- 积分:1