R Observatory: Metrics for SEMdeep version 1.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SEMdeep

1.1.1

Structural Equation Modeling with Deep Neural Network and Machine Learning Algorithms

0packages depend

2.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Barbara TarantinoFirst published 2024-09-164 releasesCRAN page ↗GitHub ↗

Training and validation of a custom (or data-driven) Structural Equation Models using Deep Neural Networks or Machine Learning algorithms, which extend the fitting procedures of the 'SEMgraph' R package doi:10.32614/CRAN.package.SEMgraph.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

install.packages("SEMdeep", 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("BarbaraTarantino/SEMdeep")

Development version from BarbaraTarantino/SEMdeep. 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-semdeep

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

Health

CRAN checks

13OK

Slowest check: 2.9 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

13

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
OK2026-06-27
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-21
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 241 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 13%
Documented parameters: 100%
Return-value docs: 100%
References docs: 75%

Downloads

2.4K

CRAN downloads in the past year

Rank #20,036 · ~7/day · ~203/mo

Releases R versions

Daily download trend is not available in this view yet.

14630 days

55090 days

2.4K1 year

Compare downloads with other packages →

Also on123 r2u

Repository

GitHub ↗ barbaratarantino/semdeep

10Stars

4Forks

0Open issues

0Open PRs

0Releases

28Commits

2Contributors

28 commits · Last activity 2025-12-18 · 0% stars, 30d

Stars over time

2025-07-21 · 72026-07-07 · 10

Repository practices

Upstream repositoryBeta

Checks run against github.com/barbaratarantino/semdeep on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (3)

R >= 4.0SEMgraph igraph

Imports (11)

coro corpcor kernelshap lavaan NeuralNetTools parabar progress rangerrparttorch xgboost

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Barbara Tarantino

Maintainer

Authors (1)

Mario Grassi

Author

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
1.1.1Latest
2025-12-11 · current release · diff ↗
1.1.0
2025-11-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-01-23 · diff ↗
0.1.0
2024-09-16
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-09-16
Total releases: 4 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.0
Download size: 64 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SEMdeep")

Format

Tarantino, B., & Grassi, M. (2025). SEMdeep: Structural Equation Modeling with Deep Neural Network and Machine Learning Algorithms (Version 1.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.SEMdeep

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 SEMdeep version 1.1.1 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, 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 →