MPCA 1.57

MPCA is a comprehensive suite of tools for doing discrete principal components analysis on data sets of size 100Mb or more.

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LICENSE TYPE:
GPL (GNU General Public License) 
USER RATING:
2.7/5 19
DEVELOPED BY:
Wray Buntine
HOMEPAGE:
www.componentanalysis.org
CATEGORY:
ROOT \ Science
2 MPCA Screenshots:
MPCAMPCA
MPCA is a comprehensive suite of tools for doing discrete principal components analysis on data sets of size 100Mb or more. Scaling is done using sparse vectors, multi-threading, memory mapping, and other POSIX tricks.

Reports, file dumping utilities and other utilities are included. The general problem of discrete components analysis is variously called grade of membership, PLSA, non-neg.matrix factorization, multinomial admixtures, LDA, and multinomial PCA.

What's New in This Release:

Some linkages to the ALVIS system allow the software to be used to create topic models and annotate linguistically tagged content.
Some cleanups with the linkBags Perl utilities have been moved out to CPAN.
To see some of the models in action, visit the search demos at.

Last updated on February 21st, 2007

#discrete analysis #components analysis #data analysis #MPCA #discrete #analysis #components

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