Partial Least Squares (PLS) regression in C++, using Eigen.

Quick Start

From a generic overall projects root folder:

git clone [email protected]:tjhladish/PLS.git         # get the repository

As a submodule within another project, navigate to where you'll be collecting libraries (e.g. lib, libs, external), then:

git submodule add [email protected]:tjhladish/PLS.git # get the repository

Then

cd PLS                                     # enter newly created project / submodule directory
git submodule update --init --recursive    # pull down the associated submodules (Eigen)
sudo make install                          # setup build folder
PLS ../toyX.csv ../toyY.csv 2              # test executable

Contributing

See our contributing guidelines.

Copyright

Authors: Thomas Hladish, Eugene Melamud, Carl A. B. Pearson
Copyright 2012, 2013, 2014 Thomas Hladish, Eugene Melamud
Copyright 2023 Thomas Hladish, Eugene Melamud, Carl A. B. Pearson

License

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.