shapr

explainable-ai explainable-ml rcpp rcpparmadillo rstats shapley

Score: 15.79969633085948

Last synced: about 5 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: 2026-01-09T12:49:29.000Z (5 months ago)
Last Synced: 2026-01-13T18:01:55.225Z (5 months ago)
Topics: explainable-ai, explainable-ml, rcpp, rcpparmadillo, rstats, shapley
Language: HTML
Homepage: https://norskregnesentral.github.io/shapr/
Size: 132 MB
Stars: 174
Watchers: 6
Forks: 36
Open Issues: 7
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.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: 57
Delete event: 36
Fork event: 5
Issue comment event: 81
Issues event: 35
Member event: 6
Pull request event: 86
Pull request review comment event: 85
Pull request review event: 78
Push event: 337
Release event: 5
Watch event: 22
Total: 833

Last Year

Create event: 42
Delete event: 24
Fork event: 1
Issue comment event: 48
Issues event: 29
Member event: 6
Pull request event: 49
Pull request review comment event: 84
Pull request review event: 73
Push event: 238
Release event: 5
Watch event: 12
Total: 611

Committers metadata

Last synced: 6 months ago

Total Commits: 294
Total Committers: 11
Avg Commits per committer: 26.727
Development Distribution Score (DDS): 0.517

Commits in past year: 42
Committers in past year: 4
Avg Commits per committer in past year: 10.5
Development Distribution Score (DDS) in past year: 0.167

Name	Email	Commits
Martin Jullum	j**m@n**o	142
Nikolai Sellereite	n**e@h**m	105
Lars H. B. Olsen	9****O	22
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: 6 months ago

Total issues: 78
Total pull requests: 231
Average time to close issues: about 1 year
Average time to close pull requests: about 1 month
Total issue authors: 38
Total pull request authors: 12
Average comments per issue: 2.58
Average comments per pull request: 0.75
Merged pull request: 183
Bot issues: 0
Bot pull requests: 0

Past year issues: 10
Past year pull requests: 50
Past year average time to close issues: 25 days
Past year average time to close pull requests: 5 days
Past year issue authors: 7
Past year pull request authors: 4
Past year average comments per issue: 3.0
Past year average comments per pull request: 0.36
Past year merged pull request: 42
Past year bot issues: 0
Past year bot pull requests: 0

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 (142)
LHBO (47)
JensWahl (12)
jonlachmann (12)
aredelmeier (6)
ungvilde (3)
igbucur (2)
andersloland (2)
MichaelChirico (2)
osorensen (1)
julienbj (1)
rawanmahdi (1)

Top Issue Labels

bug (4)
postpone (3)

Top Pull Request Labels

bug (1)

Package metadata

Total packages: 2
Total downloads:
- cran: 3,489 last-month
- pypi: 160 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 2 (may contain duplicates)
Total versions: 16
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: 1.0.7 (published 6 months ago)
Last Synced: 2026-01-10T08:24:33.435Z (5 months ago)
Versions: 13
Dependent Packages: 0
Dependent Repositories: 2
Downloads: 3,489 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: shaprpy

Python wrapper for the R package shapr (via rpy2)

Homepage: https://github.com/NorskRegnesentral/shapr
Documentation: https://norskregnesentral.github.io/shapr/shaprpy.html
Licenses: # MIT License Copyright (c) 2019 Norsk Regnesentral Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Latest release: 0.4.1 (published 6 months ago)
Last Synced: 2026-01-10T08:25:47.040Z (5 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 160 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/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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