R Observatory: Metrics for NetMix version 0.2.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

NetMix

0.2.0.3

Dynamic Mixed-Membership Network Regression Model

0packages depend

2.8Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Santiago OlivellaFirst published 2019-07-266 releasesCRAN page ↗GitHub ↗

Stochastic collapsed variational inference on mixed-membership stochastic blockmodel for networks, incorporating node-level predictors of mixed-membership vectors, as well as dyad-level predictors. For networks observed over time, the model defines a hidden Markov process that allows the effects of node-level predictors to evolve in discrete, historical periods. In addition, the package offers a variety of utilities for exploring results of estimation, including tools for conducting posterior predictive checks of goodness-of-fit and several plotting functions. The package implements methods described in Olivella, Pratt and Imai (2019) 'Dynamic Stochastic Blockmodel Regression for Social Networks: Application to International Conflicts', available at https://www.santiagoolivella.info/pdfs/socnet.pdf.

Install

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

install.packages("NetMix", 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("solivella/NetMix")

Development version from solivella/NetMix. 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-netmix

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-NetMix

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-NetMix

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 4.3 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

13

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 117 wordsVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 7%

Downloads

2.8K

CRAN downloads in the past year

Rank #15,069 · ~8/day · ~231/mo

Releases R versions

Daily download trend is not available in this view yet.

16230 days

68090 days

2.8K1 year

Compare downloads with other packages →

Also on379 r2u19 autocran

Repository

GitHub ↗ solivella/netmix

13Stars

2Forks

1Open issues

2Open PRs

3Releases

304Commits

7Contributors

304 commits · Last activity 2026-07-19 · 0% stars, 30d

Stars over time

2025-01-14 · 112026-07-07 · 13

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/solivella/netmix on 2026-08-03.

Continuous integration (1)

Travis CI

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (13)

cluegraphicsgrDevicesgtools igraph ldaMatrixMASSmethodspoisbinom Rcppstatsutils

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (4)

ergm ggplot2 network scales

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Santiago Olivella

Author, Maintainer

Authors (3)

Santiago Olivella

Author, Maintainer

Adeline Lo

Author

Tyler Pratt

Author

Contributors (1)

Kosuke Imai

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.0.3Latest
2025-06-05 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2.0.2
2023-12-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.2.0.1
2022-11-16 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.2.0
2021-03-01 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.5
2020-01-14 · diff ↗
0.1.4
2019-07-26
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-07-26
Total releases: 6 / 7 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 1.9 KB / 2 files
Download size: 55 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("NetMix")

Format

Olivella, S., Imai, K., Lo, A., & Pratt, T. (2025). NetMix: Dynamic Mixed-Membership Network Regression Model (Version 0.2.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.NetMix

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 NetMix version 0.2.0.3 [Data set]. HJJB, LLC. Data release v2026-08-09. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-09, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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