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updated 1 day ago

sMC, Variable Importance Selection in PLS - Partial Least Squares by Thanh Tran

Thanh Tran

Significance Multivariate Correlation (sMC) for variable selection vs. VIP and SR (pls, variable importance, vip)

smc.m

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updated 23 days ago

VCPA 1.1.zip by Yonghuan Yun

Yonghuan Yun

Using Variable Combination Population Analysis for Variable Selection in Multivariate Calibration (variable selection, chemometrics, near infrared spectro...)

VCPA.m

generate_binary_matrix(X_num, row,predefine)

pls(X,y,A,method)

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updated 2 months ago

Data processing for modeling with the NIR data by Yonghuan Yun

Yonghuan Yun

A guide of data processing in NIR application for modeling (nir, matlab, pretreatment)

smooth.m

carspls(X,y,A,fold,method,num)

deriv(x,der,window,order)

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updated 11 months ago

Extended Partial Least Squares by David LaurĂ­

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 12 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 almost 2 years ago

Owlstone Lonestar PLS Regression Analysis by Giuseppe Elia

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 3 years ago

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

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 6 years ago

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

Sreekar Krishna

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

TestFaceDetection.m

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updated almost 7 years ago

Partial Least-Squares and Discriminant Analysis by Yi Cao

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 10 years ago

First-order multivariate calibration by Alejandro Olivieri

Alejandro Olivieri

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

cva2_arofmvc1(nlout)

cval_arofmvc1

d3e1(wind)

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