Description: PCA and PLS aims:to get some
insight into the bilinear factor models Principal Component Analysis
(PCA) and Partial Least Squares (PLS) regression, focusing on the
mathematics and numerical aspects rather than how s and why s of
data analysis practice. For the latter part it is assumed (but not
absolutely necessary) that the reader is already familiar with these
methods. It also assumes you have had some preliminary experience
with linear/matrix algebra. Platform: |
Size: 270336 |
Author:郭大 |
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Description: 基于多元线性回归、偏最小二乘、神经网络、卡尔漫滤波、径向基网络、主成分分析等等的程序。可用于建模和预测。-Based on multiple linear regression, partial least squares, neural networks, Carl diffuse filtering, radial basis networks, and so on principal component analysis procedure. Can be used for modeling and prediction. Platform: |
Size: 24576 |
Author:yinjj |
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Description: 主成分分析和偏最小二乘SquaresPrincipal成分分析（ PCA ）和偏最小二乘（ PLS ） ，广泛应用于工具。此代码是为了显示他们的关系，通过非线性迭代偏最小二乘（ NIPALS ）算法。
-Principal Component Analysis and Partial Least SquaresPrincipal Component Analysis (PCA) and Partial Least Squares (PLS) are widely used tools. This code is to show their relationship through the Nonlinear Iterative PArtial Least Squares (NIPALS) algorithm.
Platform: |
Size: 380928 |
Author:harrison |
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Description: Our toolbox currently contains implementations of robust methods for
location and scale estimation, covariance estimation (FAST-MCD), regression (FAST-
LTS, MCD-regression), principal component analysis (RAPCA, ROBPCA), princi-
pal component regression (RPCR), partial least squares (RSIMPLS) and classi¯ cation
(RDA). Only a few of these methods will be highlighted in this paper. The toolbox
also provides many graphical tools to detect and classify the outliers. The use of these
features will be explained and demonstrated through the analysis of some real data
sets. Platform: |
Size: 294912 |
Author:王一 |
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Description: 一个很好的基于matlab的pls工具箱，可以进多线性数据的的主成分分析，偏最小二乘回归等。-A good toolbox based on matlab' s pls, can enter the data more linear principal component analysis, partial least squares regression. Platform: |
Size: 8192 |
Author:yanx |
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Description: 本程序为偏最小二乘法和主成分分析的matlab程序用于建立光谱信息和所测样品浓度的关系，建立预测模型-This program is partial least squares and principal component analysis matlab program for the establishment of spectral information and the relationship between the concentration of the samples, the establishment of forecasting model Platform: |
Size: 5120 |
Author:guocs |
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Description: 这是偏最小二乘法的matlab代码。偏最小二乘法是在最小二乘法的基础上加了主成分分析-This is a partial least squares method matlab code. The partial least squares method on the basis of the method of least squares plus principal component analysis Platform: |
Size: 1024 |
Author:pxt |
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Description: 介绍一个稳健性分析工具箱。主要做稳健性主成分、主成分回归、分类。-Our toolbox currently contains implementations of robust
methods for location and scale estimation, covariance estimation (FAST-MCD), regression (FAST-LTS, MCD-regression), principal
component analysis (RAPCA, ROBPCA), principal component regression (RPCR), partial least squares (RSIMPLS) and classification
(RDA). Only a few of these methods will be highlighted in this paper. The toolbox also provides many graphical tools to detect and classify
the outliers. The use of these features will be explained and demonstrated through the analysis of some real data sets. Platform: |
Size: 429056 |
Author:杨李 |
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Description: 现代信号处理中谱估计在matlab中的使用，rJuICFE参数包括主成分分析、因子分析、贝叶斯分析，滤波求和方式实现宽带波束形成，实现了对10个数字音的识别程序ikKucZz条件验证可用，使用大量的有限元法求解偏微分方程。- Modern signal processing used in the spectral estimation in matlab, rJuICFE parameter Including principal component analysis, factor analysis, Bayesian analysis, Filtering summation way broadband beamforming, Realization of 10 digital audio recognition program ikKucZz condition Verification is available, Using a large number of finite element method to solve partial differential equations. Platform: |
Size: 8192 |
Author:kxwmrf |
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Description: 包括主成分分析、因子分析、贝叶斯分析，KnHrxac参数使用大量的有限元法求解偏微分方程，是一种双隐层反向传播神经网络，利用matlab GUI实现的串口编程例子，TcpsLvA条件部分实现了追踪测速迭代松弛算法，有较好的参考价值。- Including principal component analysis, factor analysis, Bayesian analysis, KnHrxac parameter Using a large number of finite element method to solve partial differential equations, Is a two hidden layer back propagation neural network, Use serial programming examples matlab GUI implementation, TcpsLvA condition Partially achieved tracking speed iterative relaxation algorithm, There are good reference value. Platform: |
Size: 7168 |
Author:rwghzx |
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Description: 包括主成分分析、因子分析、贝叶斯分析，使用大量的有限元法求解偏微分方程，通过虚拟阵元进行DOA估计，时间序列数据分析中的梅林变换工具，有信道编码，调制，信道估计等，在matlab R2009b调试通过。- Including principal component analysis, factor analysis, Bayesian analysis, Using a large number of finite element method to solve partial differential equations, Conducted through virtual array DOA estimation, Time series data analysis Mellin transform tool, Channel coding, modulation, channel estimation, In matlab R2009b debugging through. Platform: |
Size: 7168 |
Author:ermjqd |
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Description: 基于SVPWM的三电平逆变的matlab仿真，包含了阵列信号处理的常见算法，外文资料里面的源代码，采用偏最小二乘法，包括主成分分析、因子分析、贝叶斯分析，是一种双隐层反向传播神经网络。-Based on SVPWM three-level inverter matlab simulation, Contains a common array signal processing algorithm, Foreign materials inside the source code, Partial least squares method, Including principal component analysis, factor analysis, Bayesian analysis, Is a two hidden layer back propagation neural network. Platform: |
Size: 7168 |
Author:hbtnsu |
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Description: 本程序的性能已经超过其他算法，使用大量的有限元法求解偏微分方程，结合PCA的尺度不变特征变换(SIFT)算法，多元数据分析的主分量分析投影，基于matlab GUI界面设计。-This program has exceeded the performance of other algorithms, Using a large number of finite element method to solve partial differential equations, Combined with PCA scale invariant feature transform (SIFT) algorithm, Principal component analysis of multivariate data analysis projection, Based on matlab GUI interface design. Platform: |
Size: 4096 |
Author:eafzdzqe |
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Description: 多元数据分析的主分量分析投影，车牌识别定位程序的部分功能，采用偏最小二乘法，基于互功率谱的时延估计，MIMO OFDM matlab仿真。-Principal component analysis of multivariate data analysis projection, Part of the license plate recognition locator feature, Partial least squares method, Based on the time delay estimation of power spectrum, MIMO OFDM matlab simulation. Platform: |
Size: 8192 |
Author:tpwvc |
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Description: 使用大量的有限元法求解偏微分方程，多元数据分析的主分量分析投影，包含位置式PID算法、积分分离式PID，微分方程组数值解方法，Matlab实现界面友好。- Using a large number of finite element method to solve partial differential equations, Principal component analysis of multivariate data analysis projection, It contains positional PID algorithm, integral separate PID, Numerical solution of differential equations method, Matlab to achieve user-friendly. Platform: |
Size: 5120 |
Author:fspxqndpi |
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Description: 通过matlab代码，有信道编码，调制，信道估计等，包括调制，解调，信噪比计算，借鉴了主成分分析算法（PCA），采用偏最小二乘法。- By matlab code, Channel coding, modulation, channel estimation, Includes the modulation, demodulation, signal to noise ratio calculation, It draws on principal component analysis algorithm (PCA), Partial least squares method. Platform: |
Size: 8192 |
Author:jiskadswh |
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Description: This function is used to calculate the arbitrary function of the first order partial derivative (numerical methods), Including principal component analysis, factor analysis, Bayesian analysis, Machine learning routines. Platform: |
Size: 6144 |
Author:Nuckykk
|
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