Pyrcca: regularized kernel canonical correlation analysis in Python and its applications to neuroimaging

In this article we introduce Pyrcca, an open-source Python package for performing canonical correlation analysis (CCA). CCA is a multivariate analysis method for identifying relationships between sets of variables. Pyrcca supports CCA with or without regularization, and with or without linear, polyn...

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Bibliographic Details
Main Authors: Natalia Y Bilenko, Jack L Gallant
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-11-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fninf.2016.00049/full