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SSDL (version 1.1)

SSDL: SSDL-package

Description

R package SSDL implements the Sketched Stochastic Dictionary Learning method that builds a dictionary from large-scale data collection by operating on a compressed data version referred to as a data sketch. The chickn package is used to carry out the data compression. SSDL package is designed to handle voluminous data encoded as a matrix, which cannot be loaded in memory. To do this, SSDL package relies on the Filebacked Big Matrix class of bigstatsr package, which allows to access and manipulate matrix-like data stored in files on disk.

Arguments

See Also

CDL