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stprtool
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines(
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm )
- 2009-03-13 17:03:40下载
- 积分:1
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chambolle
作者为Chambolle的论文An Algorithm for Total Variation Minimization and Applications的源代码及论文(The author is Chambolle papers An Algorithm for Total Variation Minimization and Applications of the source code and papers)
- 2013-12-21 21:10:31下载
- 积分:1
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SAR_dsp
说明: 采用正测式合成孔径成像雷达的信号处理仿真算法,可以用于初学者仿真,和工程设计中(Is measured by synthetic aperture imaging radar signal processing simulation algorithm can be used for beginners simulation, and engineering design)
- 2011-03-06 12:40:53下载
- 积分:1
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matlab_programming_tutorial_toolbox_classic
matlab编程工具箱经典教程matlab programming tutorial toolbox classic(matlab programming toolbox classic tutorial matlab programming tutorial toolbox classic)
- 2010-08-02 13:17:40下载
- 积分:1
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dpcodev1
基于贝叶斯学习的算法,对一系列信号进行聚类分析(Bayesian learning algorithm based on cluster analysis of a series of signals)
- 2010-12-18 13:00:49下载
- 积分:1
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m
说明: 伪随机序列发生、分析相关性,并作出初步判断的m程序;运行后的可见图形。(The pseudo-random sequence has, the analysis relevance, and makes the preliminary judgment the m procedure After movement eye diagram.)
- 2010-04-20 17:00:54下载
- 积分:1
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Integer-programming--matlab-code
整数规划的matlab代码,常用的优化工具!(Integer programming matlab code, commonly used optimization tools!)
- 2013-09-25 00:09:25下载
- 积分:1
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ants-colony-Ver2
蚂蚁群系统优化算法代码,适用于解决中国邮递员、路径优化等问题((solving tsp with ant colony system)ants colony 2.)
- 2013-11-07 23:53:38下载
- 积分:1
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example1-4bar
本代码详细的讲述了平面四连杆机构的运动学仿真,包括对连杆的加速度、位移及速度图像分析!(The code detailed story of the plane kinematics simulation of the four-bar linkage, including acceleration, displacement and speed of the link image analysis!)
- 2021-04-17 18:18:52下载
- 积分:1
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LDPC-802_11n
ldpc的论文,希望对初学者有帮助,物品也是刚开始的。(LDPC papers, and they hope to be helpful for beginners, is also the beginning of articles.)
- 2008-04-14 10:42:53下载
- 积分:1