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libpca C++ library

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libpca is a C++ library containing a class named pca computing a principal component analysis plus corresponding transformations. libpca comes with example and unit tests. It requires Armadillo which can be obtained as a package or from http://arma.sourceforge.net.

computes a principal component analysis, computes energy, eigenvalues, eigenvectors, principal components, option to normalize the data matrix, option to bootstrap the eigenproblem to obtain uncertainty estimates of energy and eigenvalues, methods to project data records to the space of principal components and back, method to reduce the number of eigenvectors affecting the data record projections, methods to check the accuracy of the solution to the eigenproblem, methods to save and load pca properties to and from files, pca offers a standard C++ interface using not more than primitive types, std::string, and std::vector, libpca comes with example and unit tests, a great deal of pca runs in parallel thanks to Armadillo

libpca C++ library License - MIT License

Free download from Shareware Connection - libpca is a C++ library containing a class named pca computing a principal component analysis plus corresponding transformations.

Publisher: Libpca | License: Freeware | Price: 0.00
Version: 1.1.7 | Size: 16 KB | Platform: Linux, Unix
Released Date: | Rating: 0 | Title: libpca C++ library

Author Url: http://sourceforge.net/projects/libpca
Program Info Url: http://sourceforge.net/projects/libpca
Download Url: http://sourceforge.net/projects/libpca/files/latest/download?source=directory

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