Sketched Stochastic Dictionary Learning

Toolbox for learning a dictionary from large-scale data collection using the Sketched Stochastic Dictionary Learning method (see Permiakova O, Burger T. "Sketched Stochastic Dictionary Learning for large-scale data and application to large-scale mass spectrometry data", 2021). It includes the routines for the dictionary initialization.


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Reference manual

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install.packages("SSDL")

1.1 by Olga Permiakova, 6 months ago


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


Authors: Olga Permiakova [aut, cre] , Thomas Burger [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp, bigstatsr, chickn, RcppParallel, glmnet, parallel, foreach, doParallel, doRNG, reshape2, stats, utils, pracma, Rdpack

Linking to Rcpp, RcppArmadillo, RcppParallel, rmio

System requirements: C++11


See at CRAN