R Observatory: Metrics for BNPmix version 1.2.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BNPmix

1.2.3Package record

Bayesian Nonparametric Mixture Models

0packages depend

6.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Riccardo CorradinCRAN page ↗

Functions to perform Bayesian nonparametric univariate and multivariate density estimation and clustering, by means of Pitman-Yor mixtures, and dependent Dirichlet process mixtures for partially exchangeable data. See Corradin et al. (2021) doi:10.18637/jss.v100.i15 for more details.

Install

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

install.packages("BNPmix", 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-bnpmix

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-BNPmix

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-BNPmix

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: 7.7 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-12
NOTE12 OK, 1 NOTE2026-07-12
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK12 OK2026-04-25

Show 5 earlier changesHide 5 earlier changes

NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-04-08
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-07
NOTE11 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.3

READMEYes · 73 wordsVignettesNoNEWSNoCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Cites a JSS article

Help pages: 43 (31 internal)includes a package overview page
Examples that run: 100%17 run in a plain check
Exported functions with examples: 83%
Documented parameters: 63%
Return-value docs: 44%
Help pages citing references: 12%

How these are measured

Downloads

6.1K

CRAN downloads in the past year

Rank #5,662 · ~17/day · ~512/mo

Releases R versions

Daily download trend is not available in this view yet.

54430 days

1.5K90 days

6.1K1 year

Compare downloads with other packages →

Also on439 r2u33 autocran

How downloads are counted

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Installing BNPmix adds 70 packages (34 with compiled code, 64 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, doBy 4.3 MB.

Depends (2)

R >= 3.5.0Rcpp

Imports (5)

methodsstatsggplot2 coda ggpubr

LinkingTo (3)

RcppArmadillo Rcpp RcppDist

Suggests (1)

R.rsp

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 (3)

Riccardo Corradin

Author, Maintainer since 0.1.1 (2019)

Antonio Canale

Contributor · added in 0.1.2

Bernardo Nipoti

Contributor · added in 0.1.2

Releases (15)

Pick two releases to compare their code metrics.

1.2.3Latest
record
2026-08-04 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2026-03-06
1.2.1
record
2026-03-06 · diff ↗
archivedRemoved from CRAN
2026-01-15
issues were not addressed in time
1.1.0
record
2025-10-21 · diff ↗
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
1.0.2
record
2022-07-16 · diff ↗
1.0.1
record
2022-07-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.0
record
2021-11-23 · diff ↗
0.2.9
record
2021-07-25 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.2.8
record
2021-03-21 · diff ↗

Show 10 earlier eventsHide 10 earlier events

0.2.6
record
2020-06-16 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.2.5
record
2019-12-06 · diff ↗
0.2.4
record
2019-12-04 · diff ↗
0.2.3
record
2019-09-25 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 18 exports
BNPmix_BIN, BNPdens2coda, BNPdens2coda.BNPdens, dBNPdens, dBNPdens.BNPdens, BNPmix_psm, BNPpart, clean_partition, DDPdensity, partition, partition.BNPdens, plot.BNPdens, print.BNPdens, PYcalibrate, PYdensity, PYregression, summary.BNPdens, BNPmix_VI_LB
0.2.2
record
2019-07-23 · diff ↗
0.1.2
record
2019-05-18 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.1.1
record
2019-03-29
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-03-29
Total releases: 15 / 7 yrs
License: LGPL-3 | file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 20 KB / 1 file
Download size: 1.0 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("BNPmix")

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

It points to 10.18637/jss.v100.i15.

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 BNPmix version 1.2.3 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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