shapr

explainable-ai explainable-ml rcpp rcpparmadillo rstats shapley

Score: 14.804456779077949

Last synced: about 2 hours ago
JSON representation

Repository metadata:

Explaining the output of machine learning models with more accurately estimated Shapley values

Host: GitHub
URL: https://github.com/NorskRegnesentral/shapr
Owner: NorskRegnesentral
License: other
Created: 2018-05-16T07:05:13.000Z (about 8 years ago)
Default Branch: master
Last Pushed: 2026-08-05T06:18:58.000Z (9 days ago)
Last Synced: 2026-08-05T23:52:02.822Z (8 days ago)
Topics: explainable-ai, explainable-ml, rcpp, rcpparmadillo, rstats, shapley
Language: HTML
Homepage: https://norskregnesentral.github.io/shapr/
Size: 149 MB
Stars: 179
Watchers: 6
Forks: 36
Open Issues: 9
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Agents: AGENTS.md
- Copilot: .github/copilot-instructions.md

Owner metadata:

Name: Norsk Regnesentral (Norwegian Computing Center)
Login: NorskRegnesentral
Email:
Kind: organization
Description: Norwegian Computing Center is a private foundation performing research in statistical modeling, machine learning and information/communication technology
Website: https://www.nr.no/
Location: Oslo, Norway
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/17080513?v=4
Repositories: 15
Last Synced at: 2023-03-05T13:59:36.829Z
Profile URL: https://github.com/NorskRegnesentral

GitHub Events

Total

Create event: 66
Delete event: 39
Fork event: 5
Issue comment event: 81
Issues event: 35
Member event: 6
Pull request event: 88
Pull request review comment event: 86
Pull request review event: 78
Push event: 381
Release event: 6
Watch event: 23
Total: 894

Last Year

Create event: 19
Delete event: 10
Issue comment event: 8
Issues event: 3
Pull request event: 11
Pull request review comment event: 19
Pull request review event: 16
Push event: 128
Release event: 2
Watch event: 3
Total: 219

Committers metadata

Last synced: 1 day ago

Total Commits: 318
Total Committers: 11
Avg Commits per committer: 28.909
Development Distribution Score (DDS): 0.484

Commits in past year: 40
Committers in past year: 2
Avg Commits per committer in past year: 20.0
Development Distribution Score (DDS) in past year: 0.05

Name	Email	Commits
Martin Jullum	j**m@n**o	164
Nikolai Sellereite	n**e@h**m	105
Lars H. B. Olsen	9****O	24
Anders Loland	a**d@n**o	12
Camilla Lingjærde	3****g	3
Jens Christian Wahl	j**l@n**o	3
jonlachmann	j**n@l**u	2
Jens Christian Wahl	j**l@g**m	2
Øystein Sørensen	o**n@h**m	1
Rawan Mahdi	1****i	1
Annabelle Redelmeier	a**r@g**m	1

Issue and Pull Request metadata

Last synced: 5 days ago

Total issues: 79
Total pull requests: 251
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 39
Total pull request authors: 14
Average comments per issue: 2.54
Average comments per pull request: 0.71
Merged pull request: 200
Bot issues: 0
Bot pull requests: 1

Past year issues: 5
Past year pull requests: 29
Past year average time to close issues: 19 days
Past year average time to close pull requests: 3 days
Past year issue authors: 3
Past year pull request authors: 4
Past year average comments per issue: 5.0
Past year average comments per pull request: 0.21
Past year merged pull request: 23
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/NorskRegnesentral/shapr

Top Issue Authors

martinju (18)
AbdollahiAz (6)
aliamini-uq (4)
JensWahl (3)
jonlachmann (3)
mlds2020 (3)
LHBO (2)
fredriklaa (2)
hanneleer (2)
samkodes (2)
cdalitz (2)
nikolase90 (2)
grant-roy (2)
niklasfries (2)
rawanmahdi (2)

Top Pull Request Authors

martinju (158)
LHBO (49)
JensWahl (12)
jonlachmann (12)
aredelmeier (6)
ungvilde (3)
igbucur (2)
andersloland (2)
MichaelChirico (2)
Copilot (1)
osorensen (1)
julienbj (1)
dependabot[bot] (1)
rawanmahdi (1)

Top Issue Labels

bug (4)
postpone (3)

Top Pull Request Labels

python:uv (1)
dependencies (1)
bug (1)

Package metadata

Total packages: 3
Total downloads:
- cran: 1,178 last-month
- pypi: 118 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 2 (may contain duplicates)
Total versions: 22
Total maintainers: 2

cran.r-project.org: shapr

Prediction Explanation with Dependence-Aware Shapley Values

Homepage: https://norskregnesentral.github.io/shapr/
Documentation: http://cran.r-project.org/web/packages/shapr/shapr.pdf
Licenses: MIT + file LICENSE
Latest release: 1.0.8 (published 7 months ago)
Last Synced: 2026-08-13T02:03:58.242Z (1 day ago)
Versions: 14
Dependent Packages: 0
Dependent Repositories: 2
Downloads: 1,178 Last month
Rankings:
- Forks count: 2.622%
- Stargazers count: 3.238%
- Average: 13.416%
- Downloads: 13.43%
- Dependent repos count: 19.15%
- Dependent packages count: 28.642%
Maintainers (1)
- Martin.Jullum@nr.no

pypi.org: pyshapr

Python wrapper for the R package shapr (via rpy2)

Homepage: https://github.com/NorskRegnesentral/shapr
Documentation: https://norskregnesentral.github.io/shapr/pyshapr.html
Licenses: MIT License
Latest release: 0.5.1 (published about 2 months ago)
Last Synced: 2026-08-13T02:32:41.153Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 70 Last month
Rankings:
- Dependent packages count: 6.967%
- Downloads: 18.773%
- Average: 21.719%
- Dependent repos count: 39.415%
Maintainers (1)
- jullum

pypi.org: shaprpy

Compatibility shim: 'shaprpy' has been renamed to 'pyshapr'. Installs and forwards to 'pyshapr'.

Homepage: https://github.com/NorskRegnesentral/shapr
Documentation: https://norskregnesentral.github.io/shapr/pyshapr.html
Licenses: MIT License
Latest release: 0.4.4 (published about 2 months ago)
Last Synced: 2026-08-13T02:15:50.870Z (1 day ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 48 Last month
Rankings:
- Dependent packages count: 8.635%
- Average: 28.646%
- Dependent repos count: 48.658%
Maintainers (1)
- jullum

Dependencies

DESCRIPTION cran

R >= 3.5.0 depends
Matrix * imports
Rcpp >= 0.12.15 imports
condMVNorm * imports
data.table * imports
mvnfast * imports
stats * imports
MASS * suggests
caret * suggests
gbm * suggests
ggplot2 * suggests
knitr * suggests
mgcv * suggests
party * suggests
partykit * suggests
ranger * suggests
rmarkdown * suggests
roxygen2 * suggests
testthat * suggests
xgboost * suggests

.github/workflows/R-CMD-check.yaml actions

actions/checkout v2 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/lint-changed-files.yaml actions

actions/checkout v3 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/lint.yaml actions

actions/checkout v3 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/pkgdown.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v3 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/pr-commands.yaml actions

actions/checkout v3 composite
r-lib/actions/pr-fetch v2 composite
r-lib/actions/pr-push v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/remove-old-artifacts.yml actions

c-hive/gha-remove-artifacts v1 composite

python-shim/pyproject.toml pypi

pyshapr >=0.5.0

python-shim/src/shaprpy.egg-info/requires.txt pypi

pyshapr >=0.5.0

python/uv.lock pypi

cffi 2.0.0
cloudpickle 3.1.2
colorama 0.4.6
contourpy 1.3.3
cycler 0.12.1
fonttools 4.63.0
iniconfig 2.3.0
jinja2 3.1.6
joblib 1.5.3
kiwisolver 1.5.0
llvmlite 0.36.0
llvmlite 0.47.0
markupsafe 3.0.3
matplotlib 3.11.0
narwhals 2.22.1
numba 0.53.1
numba 0.65.1
numpy 2.4.6
nvidia-nccl-cu12 2.30.7
packaging 26.2
pandas 3.0.3
pillow 12.2.0
pluggy 1.6.0
pycparser 3.0
pygments 2.20.0
pyparsing 3.3.2
pyshapr 0.5.1
pytest 9.1.0
python-dateutil 2.9.0.post0
rpy2 3.6.7
rpy2-rinterface 3.6.6
rpy2-robjects 3.6.5
ruff 0.15.17
scikit-learn 1.9.0
scipy 1.17.1
setuptools 82.0.1
shap 0.51.0
shap 0.52.0
six 1.17.0
slicer 0.0.8
syrupy 5.3.2
tabulate 0.10.0
threadpoolctl 3.6.0
tqdm 4.68.3
typing-extensions 4.15.0
tzdata 2026.2
tzlocal 5.4.3
xgboost 3.2.0

python/pyproject.toml pypi

matplotlib >=3.5.0
numpy >=1.22.3
pandas >=1.4.2
rpy2 >=3.5.1
scikit-learn >=1.0.0
shap >=0.40.0
tabulate >=0.8.10

.github/workflows/rhub.yaml actions

r-hub/actions/checkout v1 composite
r-hub/actions/platform-info v1 composite
r-hub/actions/run-check v1 composite
r-hub/actions/setup v1 composite
r-hub/actions/setup-deps v1 composite
r-hub/actions/setup-r v1 composite

.github/workflows/python-tests.yaml actions

actions/cache v3 composite
actions/checkout v4 composite
actions/setup-python v4 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

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