R Observatory: Metrics for brnn version 0.9.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

brnn

0.9.4Package record

Bayesian Regularization for Feed-Forward Neural Networks

6packages dependsuggested by 1

45.5Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Paulino Perez RodriguezCRAN page ↗

Bayesian regularization for feed-forward neural networks.

Install

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

install.packages("brnn", 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-brnn

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-brnn

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-brnn

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: 2.1 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.9.4

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 18
Examples that run: 0%5 never run
Exported functions with examples: 50%
Documented parameters: 100%
Return-value docs: 90%
Help pages citing references: 56%

Also includes 6 demo scripts (run with demo())

How these are measured

Downloads

45.5K

CRAN downloads in the past year

Rank #2,346 · ~125/day · ~3.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.3K30 days

7.1K90 days

45.5K1 year

Compare downloads with other packages →

Also on502 r2u24 autocran171 c2d4u

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing brnn adds 2 packages (1 with compiled code, 57 KB of source tarballs). Heaviest: Formula 46 KB, truncnorm 11 KB.

Depends (3)

R >= 3.5.0Formula truncnorm

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

6direct

0indirect

Depends 3 · Imports 3

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

dendroTools NumericEnsembles MLFS LogisticEnsembles BWGS rTG

Suggests, most downloaded first

mlr

How these are counted

Code & Tests

Datasets

People & History

People (2)

Paulino Perez Rodriguez

Author, Maintainer since 0.1 (2012)

Daniel Gianola

Author

Releases (14)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
R
R 3.0.0 released · 2013-04-03
3.0.0Latest
record
2013-03-15 · current release · diff ↗
R
R 2.15.0 released · 2012-03-30

Show 14 earlier eventsHide 14 earlier events

2.14.2
record
2011-12-23 · diff ↗ ·
added 6 exports
brnn, brnn.extended, predictions.nn, normalize, initnw, estimate.trace
0.9.4
record
2025-04-19 · diff ↗
0.9.3
record
2023-11-10 · diff ↗
0.9.2
record
2022-05-16 · diff ↗
0.9.1
record
2022-04-25 · diff ↗
0.9
record
2021-09-09 · diff ↗
0.8
record
2020-01-09 · diff ↗ ·
added 4 exports
brnn_ordinal, print.brnn_ordinal, summary.brnn_ordinal, predict.brnn_ordinal
0.7
record
2018-08-23 · diff ↗
0.6
record
2016-01-26 · diff ↗
0.5
record
2015-01-08 · diff ↗
0.4
record
2014-12-05 · diff ↗
0.3
record
2013-03-15 · diff ↗ ·
removed 2 exports
brnn.extended, predictions.nn

added 10 exports
brnn_extended, un_normalize, print.brnn, summary.brnn, predict.brnn, coef.brnn, print.brnn_extended, summary.brnn_extended, predict.brnn_extended, coef.brnn_extended
0.1
record
2012-12-06
R
R 2.14.0 released · 2011-10-31

Package metadata

First published: 2011-12-23
Total releases: 14 / 15 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Bundled data: 905 KB / 3 files
Download size: 943 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("brnn")

Format

Perez Rodriguez, P., & Gianola, D. (2025). brnn: Bayesian Regularization for Feed-Forward Neural Networks (Version 0.9.4) [Computer software]. https://doi.org/10.32614/CRAN.package.brnn

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 brnn version 0.9.4 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →