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EM算法(讲解+程序)
说明: 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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electromagnetic-field
说明: 横截面为矩形的无限长槽由三块接地导体板构成,槽的盖板直流电压100v,求矩形槽的电位分布(A infinite long slot, with rectangle cross-section, consists of three grounded conductive plate and one coverplate with 100 voltage. Please give the potential distributions inside slot )
- 2012-12-03 22:52:16下载
- 积分:1
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A-Sensitivity-Based-Approach
曹希仁的Stochastic Learning and Optimization课件,绝对经典(The Stochastic Learning and Optimization Xiren Cao courseware, absolute classic)
- 2011-05-23 15:39:03下载
- 积分:1
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Cplusplus.tar
Some of the codeforces problems i ve solved
- 2014-11-20 20:52:09下载
- 积分:1
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linerfeedback
线性化反馈的自适应模糊滑模控制 详细的程序和simulink图 希望对大家有帮助(the code of liner feedback and fuzzy sliding mode)
- 2009-10-30 10:12:23下载
- 积分:1
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space_vector_2_level_fast
inverter control pwm system
- 2013-05-05 18:45:46下载
- 积分:1
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tezhenglian
本文对特征脸的识别进行了详细的论述,其基本步骤详尽(In this paper, the face recognition feature a detailed exposition of the basic steps in detail)
- 2010-06-07 12:41:29下载
- 积分:1
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14others
说明: 《MATLAB时频分析技术》例题matlab编程实现第十四章其他例子(err)
- 2008-09-23 15:35:10下载
- 积分:1
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matched-filter
matched filter implemented in matl ab
- 2013-03-06 17:23:52下载
- 积分:1
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final3
THIS CODEIS USEFUL FOR COMPRESSION OF DATA USING BITMASK AND RLE
- 2013-11-22 18:53:21下载
- 积分:1