GitHub - josecamachop/X-CAN: Software for the Cross-product Penalized Component Analysis (XCAN) algorithm

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Software for the Cross-product Penalized Component Analysis (XCAN) algorithm

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
examples		examples
poblano_toolbox		poblano_toolbox
LICENSE		LICENSE
README.txt		README.txt
crossprod.m		crossprod.m
fac_to_vec.m		fac_to_vec.m
plot_vec2.m		plot_vec2.m
vec_to_fac.m		vec_to_fac.m
xcan.m		xcan.m
xcan_fg.m		xcan_fg.m
xcan_fun.m		xcan_fun.m
xcan_ncg.m		xcan_ncg.m
xcan_nn.m		xcan_nn.m
xcan_opt.m		xcan_opt.m

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Cross-product Penalized Component Analysis (XCAN) v0.1

coded by: Jose Camacho Paez (josecamacho@ugr.es)
          Evrim Acar Ataman (evrim.acarataman@gmail.com)

last modification: 27/Jun/19


Please, see the following reference for a deep explanation on the method:

- J. Camacho, E. Acar, M. Rasmussen, R. Bro. Cross-product Penalized Component Analysis (XCAN), Submitted to Chemometrics and Intelligent Laboratory Systems, 2019.


The contents of the folder are:

- Examples: scripts with examples in the paper.

- xcan.m: main XCAN routine

- crossprod.m: routine to compute cross-product matrices

- rest of funtions are performing low-level computation.


To start, write in the Matlab command line:

# help xcan