modelstats
A collection of tools for monitoring and diagnosing models
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (13.4%) to scientific vocabulary
Repository
A collection of tools for monitoring and diagnosing models
Basic Info
- Host: GitHub
- Owner: pik-piam
- Language: HTML
- Default Branch: master
- Size: 849 KB
Statistics
- Stars: 1
- Watchers: 3
- Forks: 11
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Run Analysis Tools
R package modelstats, version 0.27.10
Purpose and Functionality
A collection of tools to analyze model runs.
Installation
For installation of the most recent package version an additional repository has to be added in R:
r
options(repos = c(CRAN = "@CRAN@", pik = "https://rse.pik-potsdam.de/r/packages"))
The additional repository can be made available permanently by adding the line above to a file called .Rprofile stored in the home folder of your system (Sys.glob("~") in R returns the home directory).
After that the most recent version of the package can be installed using install.packages:
r
install.packages("modelstats")
Package updates can be installed using update.packages (make sure that the additional repository has been added before running that command):
r
update.packages()
Tutorial
The package comes with vignettes describing the basic functionality of the package and how to use it. You can load them with the following command (the package needs to be installed):
r
vignette("rs2") # Run statistics 2 (rs2)
vignette("testingSuite") # Testing Suite
Questions / Problems
In case of questions / problems please contact Anastasis Giannousakis giannou@pik-potsdam.de.
Citation
To cite package modelstats in publications use:
Giannousakis A, Richters O (2025). "modelstats: Run Analysis Tools." Version: 0.27.10, https://github.com/pik-piam/modelstats.
A BibTeX entry for LaTeX users is
latex
@Misc{,
title = {modelstats: Run Analysis Tools},
author = {Anastasis Giannousakis and Oliver Richters},
date = {2025-07-17},
year = {2025},
url = {https://github.com/pik-piam/modelstats},
note = {Version: 0.27.10},
}
Owner
- Name: Potsdam Integrated Assessment Modelling (PIAM)
- Login: pik-piam
- Kind: organization
- Location: Potsdam Institute for Climate Impact Research (PIK), Germany
- Website: https://www.pik-potsdam.de/
- Repositories: 50
- Profile: https://github.com/pik-piam
Tools developed for use with data and models related to PIK's research.
Citation (CITATION.cff)
cff-version: 1.2.0 message: If you use this software, please cite it using the metadata from this file. type: software title: 'modelstats: Run Analysis Tools' version: 0.27.10 date-released: '2025-07-17' abstract: A collection of tools to analyze model runs. authors: - family-names: Giannousakis given-names: Anastasis email: giannou@pik-potsdam.de - family-names: Richters given-names: Oliver license: LGPL-3.0 repository-code: https://github.com/pik-piam/modelstats
GitHub Events
Total
- Issue comment event: 4
- Push event: 26
- Pull request review comment event: 5
- Pull request review event: 11
- Pull request event: 36
Last Year
- Issue comment event: 4
- Push event: 26
- Pull request review comment event: 5
- Pull request review event: 11
- Pull request event: 36
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Anastasis Giannousakis | 1****u | 206 |
| orichters | o****r@p****e | 64 |
| David Klein | d****n@p****e | 16 |
| Mika Pflüger | m****r@p****e | 13 |
| Pascal Führlich | p****h@p****e | 5 |
| pre-commit-ci[bot] | 6****] | 4 |
| Baseer Baheer | b****r@p****e | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 8 months ago
All Time
- Total issues: 8
- Total pull requests: 98
- Average time to close issues: 3 months
- Average time to close pull requests: 2 days
- Total issue authors: 5
- Total pull request authors: 9
- Average comments per issue: 1.13
- Average comments per pull request: 0.26
- Merged pull requests: 91
- Bot issues: 0
- Bot pull requests: 4
Past Year
- Issues: 0
- Pull requests: 18
- Average time to close issues: N/A
- Average time to close pull requests: about 10 hours
- Issue authors: 0
- Pull request authors: 4
- Average comments per issue: 0
- Average comments per pull request: 0.11
- Merged pull requests: 14
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- 0UmfHxcvx5J7JoaOhFSs5mncnisTJJ6q (3)
- orichters (2)
- mikapfl (2)
- johanneskoch94 (1)
- giannou (1)
- dklein-pik (1)
Pull Request Authors
- orichters (70)
- dklein-pik (29)
- giannou (8)
- pre-commit-ci[bot] (5)
- pascal-sauer (4)
- mikapfl (4)
- fbenke-pik (3)
- pfuehrlich-pik (2)
- whitehacker (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- crayon * imports
- dplyr * imports
- gdx * imports
- gms * imports
- lucode2 * imports
- magclass * imports
- piamModelTests * imports
- quitte * imports
- remind2 * imports
- utils * imports
- covr * suggests
- knitr * suggests
- rmarkdown * suggests
- actions/checkout v2 composite
- actions/setup-python v2 composite
- pat-s/always-upload-cache v3 composite
- r-lib/actions/setup-pandoc v1 composite