Slow Feature Analysis in R

Slow Feature Analysis in R, ported to R based on the matlab versions SFA toolkit 1.0 by Pietro Berkes and SFA toolkit 2.8 by Wolfgang Konen for matlab.


News

Version 1.04

  • Bugfix for etaval function, now computed correctly and uses a default value for T (=length(x))

Version 1.03

  • Fix of namespace, imports, depends.

Version 1.02 - Significant speed improvements with better replacement of repmat (customRep) functions - Improvement of documentation

Version 1.01 - Bugfix: sfaClassify now returns y and ytst in the correct way - Improvement of documentation

Version 1.00 - Initial submission

Reference manual

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install.packages("rSFA")

1.04 by Martin Zaefferer, 5 years ago


http://gociop.de/research-projects/sfa/


Browse source code at https://github.com/cran/rSFA


Authors: Wolfgang Konen <[email protected]> , Martin Zaefferer , Patrick Koch; Bug hunting and testing by Ayodele Fasika , Ashwin Kumar , Prawyn Jebakumar


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, MASS


Suggested by ForeCA, TDMR.


See at CRAN