R Observatory: Metrics for nimbleSMC version 0.11.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nimbleSMC

0.11.1

Sequential Monte Carlo Methods for 'nimble'

0packages depend

7Kdownloads / year

0.0%test coverage

13/13checks pass

Overview

About

Maintained by Christopher PaciorekFirst published 2020-11-094 releasesCRAN page ↗GitHub ↗

Includes five particle filtering algorithms for use with state space models in the 'nimble' system: 'Auxiliary', 'Bootstrap', 'Ensemble Kalman filter', 'Iterated Filtering 2', and 'Liu-West', as described in Michaud et al. (2021), doi:10.18637/jss.v100.i03. A full User Manual is available at https://r-nimble.org.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("nimble-dev/nimbleSMC")

Development version from nimble-dev/nimbleSMC. Installs pak first if it is not already available.

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-nimblesmc

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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-nimbleSMC

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-nimbleSMC

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.43

0.0%

Coverage · measured lines

100%

Documentation · exports

2

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-08
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 0%
References docs: 83%

Downloads

7K

CRAN downloads in the past year

Rank #6,381 · ~19/day · ~583/mo

Releases R versions

Daily download trend is not available in this view yet.

32330 days

1.3K90 days

7K1 year

Compare downloads with other packages →

Also on101 r2u23 autocran

Repository

GitHub ↗ nimble-dev/nimblesmc

4Stars

2Forks

5Open issues

0Open PRs

3Releases

104Commits

4Contributors

104 commits · Last activity 2025-06-25

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/nimble-dev/nimblesmc on 2026-08-23.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.1.2nimble

Imports (1)

methods

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (7)

Maintainer (1)

Christopher Paciorek

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (2)

Benjamin R. Goldstein

Contributor

Dao Nguyen

Contributor

Copyright holders (1)

The Regents of the University of California

Copyright holder

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
0.11.1Latest
2024-06-14 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.11.0
2023-09-11 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.10.1
2021-12-09 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.10.0
2020-11-09
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-09
Total releases: 4 / 6 yrs
License: BSD_3_clause + file LICENSE | GPL (>= 2) OSI
Minimum R: ≥ 3.1.2
Download size: 52 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nimbleSMC")

Format

Paciorek, C., Goldstein, B. R., Michaud, N., Nguyen, D., Turek, D., University of California, T. R. o. t., & de Valpine, P. (2024). nimbleSMC: Sequential Monte Carlo Methods for 'nimble' (Version 0.11.1) [Computer software]. https://doi.org/10.32614/CRAN.package.nimbleSMC

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 nimbleSMC version 0.11.1 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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