Other packages > Find by keyword >

supercompress  

Supervised Compression of Big Data
View on CRAN: Click here


Download and install supercompress package within the R console
Install from CRAN:
install.packages("supercompress")

Install from Github:
library("remotes")
install_github("cran/supercompress")

Install by package version:
library("remotes")
install_version("supercompress", "1.1")



Attach the package and use:
library("supercompress")
Maintained by
Chaofan Huang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-20
Latest Update: 2022-01-14
Description:
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.
How to cite:
Chaofan Huang (2021). supercompress: Supervised Compression of Big Data. R package version 1.1, https://cran.r-project.org/web/packages/supercompress. Accessed 26 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:10), 1.0 (2021-10-20 14:00)
Other packages that cited supercompress R package
View supercompress citation profile
Other R packages that supercompress depends, imports, suggests or enhances
Complete documentation for supercompress
Functions, R codes and Examples using the supercompress R package
Some associated functions: supercompress . 
Some associated R codes: supercompress.R .  Full supercompress package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
SelvarMix  
Regularization for Variable Selection in Model-Based Clustering and Discriminant Analysis
Performs a regularization approach to variable selection in themodel-based clustering and classifica ...
Download / Learn more Package Citations See dependency  
ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA