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BruteSearch
K-nearest neighbors 搜索 聚类时经常使用的一种方法 国外网站转载( The following utilities are provided:
- Nearest neighbor
- K-Nearest neighbors
- Radius Search
They al supports N-dimensions and work on double, it is possible to choose if return the distances.
Here is a time comparison with a vectrized m-code:
N=1000000 number of reference points
Nq=100 number of query points
dim=3 dimension of points
k=3 number of neighbor
tic
[idc,dist]=BruteSearchMex(p ,qp , k ,k) MEX
toc
tic
[idc,dist]=knnsearch(qp,p,k) VECTORIZED M-CODE
toc
p=rand(N,dim)
qp=rand(Nq,dim)
Output:
Elapsed time is 0.962640 seconds.
Elapsed time is 18.813100 seconds. )
- 2009-03-30 08:08:08下载
- 积分:1
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MRI-crop
biomedical signal processing book
- 2010-10-27 15:29:47下载
- 积分:1
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secant
function [x, hist] = secant(x, f, tola, tolr)
SECANT This a secant code with no line search.
This code terminates on small relative-absolute errors function [X, HIST] = SECANT(X, F, TOLA, TOLR) Inputs: X = initial iterate
F = function
TOLA = absolute error tolerance
TOLR = relative error tolerance
Output: X = approximate result
- 2009-12-04 03:38:55下载
- 积分:1
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pca_BSS
matlab 盲源分离 主分量分析(blind source separation PCA)
- 2013-03-22 10:07:24下载
- 积分:1
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CurvilinearRegressionAnalysing
曲线回归分析:直线回归、双对数回归、半对数回归、倒数回归(Curvilinear regression analysis: linear regression, double logarithmic regression, semi-logarithmic regression, countdown)
- 2009-12-31 22:10:23下载
- 积分:1
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lognormal
海杂波模拟 lognormal分布 很好用的(Simulation of lognormal distribution of sea clutte)
- 2011-05-15 21:32:09下载
- 积分:1
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CRCaaHamming
计算机网络技术 海明编码和CRC校验编码 matlab实现(Computer Network Technology Hamming coding and CRC check code matlab implementation)
- 2014-10-28 19:01:56下载
- 积分:1
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NSGA2detail
NSGA2 解决多目标优化问题,在MATLAB下编程实现,包含注释(A multi-objective optimization)
- 2013-09-20 16:17:17下载
- 积分:1
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lms
自适应滤波,LMS算法,matlab编写,线谱提取(Adaptive filtering, LMS algorithm, matlab prepared line spectrum extraction)
- 2013-07-16 14:47:03下载
- 积分:1
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Kalman_Fliter
卡尔曼滤波器示例程序,可以自动作出图像。(Kalman Fliter)
- 2012-02-07 15:35:30下载
- 积分:1