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updated 1 month ago

Extended Partial Least Squares by David LaurĂ­

Identification algorithm (system identification, partial least squares, numerical optimizatio...)

EPLS.m

EPLS_Interpolate.m

EPLS_J_alpha.m

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updated 1 month ago

libPLS: An Integrated Library for Partial Least Squares Regression and Discriminant Analysis by Hongdong Li

chemometrics, metabolomics, model population analysis, variable selection, feature selection (statistics, modeling, model population anal...)

C=ldapinv(X,y,weight)

CARS=carspls(X,y,A,fold,method,num,selectLV,originalVersi...

CV=plscv(X,y,A,K,method,PROCESS,order)

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updated 2 months ago

Mixture of Partial Least Squares Experts - Mix-PLS by Francisco Alexandre Souza

Mixture of Partial Least Squares Experts (soft sensors, mixture of experts, mixture models)

DoF=pls_dof(t,Yhat,X,y)

K=krylov(A,b,m)

[par,Q_plot]=MIX_PLS_TRAIN(x,y,ne,n_int)

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updated 1 year ago

Owlstone Lonestar PLS Regression Analysis by Giuseppe Elia

Program to perform PLS regression analysis on Owlstone's Lonestar FAIMS analyser. (lonestar, faims, pls)

FAIMS_OFFLINE(varargin)

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updated 2 years ago

PLS regression or discriminant analysis, with leave-one-out cross-validation and prediction. by Cleiton Nunes

M-files for PLS, PLS-DA, with leave-one-out cross-validation and prediction (chemometrics, pls, partial least squares)

pls(x,y,vl,da)

plscv(x,y,vl,da)

plspred(x,model,y)

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updated 3 years ago

Elastic Component Regression (ECR) for uncovering the path from PCR to PLS by Hongdong Li

ECR is a newly developed method for high dimensional data compression and regression. (statistics, chemometrics, ecr)

CV=ecrcv(X,y,A,K,method,alpha,OPT,order)

F=ecr(X,y,A,method,alpha)

F=ecrpred(model,Xtest,ytest)

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updated almost 6 years ago

Open CV Viola-Jones Face Detection in Matlab by Sreekar Krishna

Viola-Jones Fast Face Detection Mex Implementation (application, face detection, matlab implementation)

TestFaceDetection.m

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updated 6 years ago

Partial Least-Squares and Discriminant Analysis by Yi Cao

A tutorial and tool using PLS for discriminant analysis. (linear algebra, pls, pca)

Principal Component Analysis and Partial Least Squares

pls (X,Y,tol2)

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updated 9 years ago

First-order multivariate calibration by Alejandro Olivieri

Graphical interface for many multivariate calibration methods. (chemistry, physics, multivariate calibrat...)

cva2_arofmvc1(nlout)

cval_arofmvc1

d3e1(wind)

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