R Observatory: Metrics for RWNN version 0.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

RWNN

0.4Package record

Random Weight Neural Networks

0packages depend

2Kdownloads / year

54.8%test coverage

13/13flavors OK

Overview

About

Maintained by Søren B. VilsenCRAN page ↗

Creation, estimation, and prediction of random weight neural networks (RWNN), Schmidt et al. (1992) doi:10.1109/ICPR.1992.201708, including popular variants like extreme learning machines, Huang et al. (2006) doi:10.1016/j.neucom.2005.12.126, sparse RWNN, Zhang et al. (2019) doi:10.1016/j.neunet.2019.01.007, and deep RWNN, Henríquez et al. (2018) doi:10.1109/IJCNN.2018.8489703. It further allows for the creation of ensemble RWNNs like bagging RWNN, Sui et al. (2021) doi:10.1109/ECCE47101.2021.9595113, boosting RWNN, stacking RWNN, and ensemble deep RWNN, Shi et al. (2021) doi:10.1016/j.patcog.2021.107978.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("RWNN", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-rwnn

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-RWNN

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-RWNN

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.8 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-05-12
WARNING12 OK, 1 WARNING2026-05-11
OK14 OK2026-04-22

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.4

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 15 (1 internal)includes a package overview page
Examples that run: 100%7 run in a plain check
Exported functions with examples: 78%
Documented parameters: 98%
Return-value docs: 100%
Help pages citing references: 53%

How these are measured

Downloads

2K

CRAN downloads in the past year

Rank #22,053 · ~6/day · ~168/mo

Releases R versions

Daily download trend is not available in this view yet.

20130 days

60990 days

2K1 year

Compare downloads with other packages →

Also on343 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing RWNN adds 5 packages (5 with compiled code, 4.3 MB of source tarballs). Heaviest: Rcpp 1.8 MB, randtoolbox 1.4 MB, RcppArmadillo 1.0 MB.

Depends (1)

R >= 4.1.0

Imports (6)

methodsquadprog randtoolbox Rcppstatsutils

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

tinytest

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (1)

Søren B. Vilsen

Author, Maintainer since 0.4 (2024)

Listed in earlier versions (1)

Vilsen

no longer listed · 0.4

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.4Latest
record
2024-09-03 · current release
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-09-03
Total releases: 1 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 82 KB / 1 file
Download size: 121 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("RWNN")

Format

Vilsen, S. B. (2024). RWNN: Random Weight Neural Networks (Version 0.4) [Computer software]. https://doi.org/10.32614/CRAN.package.RWNN

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for RWNN version 0.4 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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