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knnsearch
寻找测试样本的最近邻,可以有效的用于用于模式识别,信号处理(This is a small but efficient tool to perform K-nearest neighbor search, which has wide Science and Engineering applications, such as pattern recognition, data mining and signal processing.
The code was initially implemented through vectorization. After discussions with John D Errico, I realized that my algorithm will suffer numerical accurancy problem for data with large values. Then, after trying several approaches, I found simple loops with JIT acceleration is the most efficient solution. Now, the performance of the code is comparable with kd-tree even the latter is coded in a mex file.
The code is very simple, hence is also suitable for beginner to learn knn search.)
- 2010-03-16 14:08:11下载
- 积分:1
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chaos
说明: 关于求混沌嵌入维的程序,matlab上运行(Embedding dimension of chaotic process)
- 2011-03-22 10:46:53下载
- 积分:1
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stamp
用Matlab写的冲压成形计算程序,可分析矩形冲压成形(Stamping calculation program written in Matlab)
- 2013-03-31 02:01:43下载
- 积分:1
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数字滤波器分解
说明: 数字滤波器分解为全通,延时滤波器计算代码(The digital filter is decomposed into a full-pass, delay filter calculation code)
- 2020-12-29 21:18:42下载
- 积分:1
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PCA_prognosis1_CSTR
连续搅拌釜式反应器过程的PCA故障检测与诊断(Continuous stirred tank reactor process fault detection and diagnosis of the PCA)
- 2013-09-04 20:47:41下载
- 积分:1
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beam
MATLAB声呐图像特征提取与显示,基于线型特征提取,得到声呐的图像提取点云图像。(MATLAB sonar image feature extraction and display, based on linear feature extraction, image extraction obtained sonar point cloud image.)
- 2021-04-16 14:58:53下载
- 积分:1
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digit_recognition
手写数字识别软件,利用Bayers分类器来实现手写数字的识别。(handwrting digital recognition)
- 2012-05-17 16:51:52下载
- 积分:1
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Beginners_code
对于压缩感知初学者而言的很好的编程入门资料,内含很多小例子(A good introduction for CS beginners,including many code examples)
- 2013-03-01 20:32:09下载
- 积分:1
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C_C
C——C方法计算,用于相空间重构分析,很好很使用的一种方法(C- C method for phase space reconstruction analysis。It is ery good and useful。)
- 2012-04-12 11:31:05下载
- 积分:1
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applicationofmatlabinsurveying
测量数据处理非常复杂,但应用Matlab强大的数据矩阵处理能力,可以非常容易的实现最优控制,超定方程等问题的解算。(Measurement data processing is very complex, but the application of Matlab data matrix powerful processing capability, can be very easy to achieve optimal control, overdetermined solving such issues.)
- 2011-06-08 12:01:47下载
- 积分:1