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supercompress: Supervised Compression of Big Data

A supervised compression method that incorporates the response for reducing big data to a carefully selected subset. Please see Joseph and Mak (2021) <doi:10.1002/sam.11508>. This research is supported by a U.S. National Science Foundation (NSF) grant CMMI-1921646.

Version: 1.1
Imports: FNN, stats
Published: 2022-01-14
DOI: 10.32614/CRAN.package.supercompress
Author: Chaofan Huang [aut, cre], V. Roshan Joseph [aut]
Maintainer: Chaofan Huang <chaofan.huang at gatech.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: supercompress results

Documentation:

Reference manual: supercompress.pdf

Downloads:

Package source: supercompress_1.1.tar.gz
Windows binaries: r-devel: supercompress_1.1.zip, r-release: supercompress_1.1.zip, r-oldrel: supercompress_1.1.zip
macOS binaries: r-release (arm64): supercompress_1.1.tgz, r-oldrel (arm64): supercompress_1.1.tgz, r-release (x86_64): supercompress_1.1.tgz, r-oldrel (x86_64): supercompress_1.1.tgz
Old sources: supercompress archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=supercompress to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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