R Observatory: Metrics for CaDENCE version 1.2.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CaDENCE

1.2.5Package record

Conditional Density Estimation Network Construction and Evaluation

0packages depend

3.3Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Alex J. CannonCRAN page ↗

Parameters of a user-specified probability distribution are modelled by a multi-layer perceptron artificial neural network. This framework can be used to implement probabilistic nonlinear models including mixture density networks, heteroscedastic regression models, zero-inflated models, etc. following Cannon (2012) doi:10.1016/j.cageo.2011.08.023.

Install

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

install.packages("CaDENCE", 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-cadence

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-CaDENCE

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-CaDENCE

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Alex J. Cannon <alex.cannon@canada.ca>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = c("Alex", "J."),
                    family = "Cannon",
                    role = c("aut", "cre"),
                    email = "alex.cannon@canada.ca")
as necessary.

Package CITATION file contains call(s) to old-style citEntry().  Please
use bibentry() instead.

CRAN check page ↗

Slowest check: 2.0 min · r-release-macos-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.5

READMENoVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 16includes a package overview page
Examples that run: 100%10 run in a plain check
Exported functions with examples: 64%
Documented parameters: not tracked
Return-value docs: not tracked
Help pages citing references: 44%

How these are measured

Downloads

3.3K

CRAN downloads in the past year

Rank #10,516 · ~9/day · ~277/mo

Releases R versions

Daily download trend is not available in this view yet.

35430 days

98990 days

3.3K1 year

Compare downloads with other packages →

Also on109 r2u10 autocran86 c2d4u

How downloads are counted

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Installing CaDENCE adds 1 package (0 with compiled code, 13 KB of source tarballs). Heaviest: pso 13 KB.

Depends (1)

pso

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

boot

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 (from the free-text Author field) (1)

Alex J. Cannon

Maintainer since 1.1.1 (2013)

Releases (7)

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
1.2.5Latest
record
2017-12-05 · current release · diff ↗
R
R 3.4.0 released · 2017-04-21
1.2.4
record
2017-03-23 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.2.3
record
2015-07-23 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.2.2
record
2015-02-21 · diff ↗

Show 6 earlier eventsHide 6 earlier events

R
R 3.1.0 released · 2014-04-10
1.2.1
record
2013-06-28 · diff ↗
1.2.0
record
2013-06-27 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.1.1
record
2013-02-09
R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-02-09
Total releases: 7 / 13 yrs
License: GPL-2 OSI
Bundled data: 49 KB / 1 file
Download size: 68 KB

Appears in task views

Probability Distributions

Cite

Cite this package

Run in R for the authors' entry:

citation("CaDENCE")

The package provides a citation file, so citation() returns the authors' own entry.

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 CaDENCE version 1.2.5 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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