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JOSS: https://github.com/nikivanstein/GSAreport

explainable-ai machine-learning python sensitivity-analysis

Score: 3.8066624897703196

Last synced: 29 minutes ago
JSON representation

Repository metadata:

Global Sensitivity reporting for Explainable AI


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 7 months ago

Total Commits: 153
Total Committers: 3
Avg Commits per committer: 51.0
Development Distribution Score (DDS): 0.078

Commits in past year: 0
Committers in past year: 0
Avg Commits per committer in past year: 0.0
Development Distribution Score (DDS) in past year: 0.0

Name Email Commits
Bas van Stein b****2@g****m 141
Bas van Stein s****n@l****l 10
Elena 7****i 2

Issue and Pull Request metadata

Last synced: 10 months ago

Total issues: 10
Total pull requests: 20
Average time to close issues: 2 days
Average time to close pull requests: 1 day
Total issue authors: 4
Total pull request authors: 1
Average comments per issue: 1.8
Average comments per pull request: 0.05
Merged pull request: 20
Bot issues: 0
Bot pull requests: 0

Past year issues: 1
Past year pull requests: 0
Past year average time to close issues: N/A
Past year average time to close pull requests: N/A
Past year issue authors: 1
Past year pull request authors: 0
Past year average comments per issue: 0.0
Past year average comments per pull request: 0
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

  • xtruan (4)
  • elenaraponi (3)
  • rreinecke (2)
  • Saran-nns (1)

Top Pull Request Authors

  • nikivanstein (24)

Top Issue Labels

Top Pull Request Labels


Dependencies

doc-requirements.txt pypi
  • mike *
  • mkdocs ==1.2.3
  • mkdocs-material *
  • mkgendocs ==0.9.0
paper experiments/requirements.txt pypi
  • IProgress ==0.4
  • Jinja2 ==3.0.3
  • MarkupSafe ==2.0.1
  • Pillow ==9.0.0
  • Pygments ==2.11.2
  • SALib ==1.4.5
  • Send2Trash ==1.8.0
  • appnope ==0.1.2
  • argon2-cffi ==21.3.0
  • argon2-cffi-bindings ==21.2.0
  • attrs ==21.4.0
  • backcall ==0.2.0
  • bleach ==4.1.0
  • cffi ==1.15.0
  • colorama ==0.4.4
  • cycler ==0.11.0
  • deap ==1.3.1
  • debugpy ==1.5.1
  • decorator ==5.1.1
  • defusedxml ==0.7.1
  • dill ==0.3.4
  • entrypoints ==0.3
  • fonttools ==4.28.5
  • importlib-resources ==5.4.0
  • ipykernel ==6.6.1
  • ipython ==7.31.0
  • ipython-genutils ==0.2.0
  • ipywidgets ==7.6.5
  • jedi ==0.18.1
  • joblib ==1.1.0
  • jsonschema ==4.4.0
  • jupyter-client ==7.1.0
  • jupyter-core ==4.9.1
  • jupyterlab-pygments ==0.1.2
  • jupyterlab-widgets ==1.0.2
  • kiwisolver ==1.3.2
  • matplotlib ==3.5.1
  • matplotlib-inline ==0.1.3
  • mistune ==0.8.4
  • multiprocess ==0.70.12.2
  • nbclient ==0.5.10
  • nbconvert ==6.4.0
  • nbformat ==5.1.3
  • nest-asyncio ==1.5.4
  • notebook ==6.4.7
  • numpy ==1.22.0
  • packaging ==21.3
  • pandas ==1.3.5
  • pandocfilters ==1.5.0
  • parso ==0.8.3
  • pathos ==0.2.8
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • pox ==0.3.0
  • ppft ==1.6.6.4
  • prometheus-client ==0.12.0
  • prompt-toolkit ==3.0.24
  • ptyprocess ==0.7.0
  • pycparser ==2.21
  • pyparsing ==3.0.6
  • pyrsistent ==0.18.1
  • python-dateutil ==2.8.2
  • pytz ==2021.3
  • pyzmq ==22.3.0
  • scikit-learn ==1.0.2
  • scipy ==1.7.3
  • seaborn ==0.11.2
  • six ==1.16.0
  • sklearn ==0.0
  • terminado ==0.12.1
  • testpath ==0.5.0
  • threadpoolctl ==3.0.0
  • tornado ==6.1
  • tqdm ==4.62.3
  • traitlets ==5.1.1
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • widgetsnbextension ==3.5.2
  • zipp ==3.7.0
src/requirements.txt pypi
  • CacheControl ==0.12.6
  • Jinja2 ==3.0.3
  • MarkupSafe ==2.0.1
  • Pillow ==8.4.0
  • PyGObject ==3.42.0
  • PyYAML ==6.0
  • Pygments ==2.11.1
  • SALib ==1.4.5
  • Send2Trash ==1.8.0
  • appdirs ==1.4.4
  • argon2-cffi ==21.1.0
  • async-generator ==1.10
  • attrs ==21.3.0
  • backcall ==0.2.0
  • black ==22.3.0
  • bleach ==4.1.0
  • bokeh ==2.4.2
  • cairocffi ==1.3.0
  • cffi ==1.15.0
  • chardet ==4.0.0
  • cloudpickle ==2.1.0
  • colorama ==0.4.4
  • contextlib2 ==0.6.0.post1
  • cryptography ==36.0.1
  • cycler ==0.10.0
  • deap ==1.3.1
  • debugpy ==1.5.1
  • decorator ==5.1.0
  • defusedxml ==0.7.1
  • dill ==0.3.4
  • distlib ==0.3.3
  • distro ==1.6.0
  • entrypoints ==0.3
  • fonttools ==4.28.5
  • html5lib ==1.1
  • idna ==3.3
  • importlib-metadata ==4.8.1
  • ipykernel ==6.6.0
  • ipython ==7.30.1
  • ipython-genutils ==0.2.0
  • ipywidgets ==7.6.5
  • isort ==5.10.1
  • jedi ==0.18.1
  • joblib ==1.1.0
  • jsonschema ==3.2.0
  • jupyter-client ==7.1.0
  • jupyter-console ==6.4.0
  • jupyter-core ==4.9.1
  • jupyterlab-pygments ==0.1.2
  • kiwisolver ==1.3.2
  • llvmlite ==0.38.1
  • matplotlib ==3.5.1
  • matplotlib-inline ==0.1.3
  • mistune ==0.8.4
  • more-itertools ==8.10.0
  • msgpack ==1.0.3
  • multiprocess ==0.70.12.2
  • nbclient ==0.5.4
  • nbconvert ==6.1.0
  • nbformat ==5.1.3
  • nest-asyncio ==1.5.4
  • notebook ==6.4.4
  • numba ==0.55.2
  • numpy ==1.21.5
  • ordered-set ==4.0.2
  • packaging ==21.3
  • pandas ==1.3.5
  • pandas-bokeh ==0.5.5
  • pandocfilters ==1.4.3
  • parso ==0.8.2
  • pathos ==0.2.8
  • pep517 ==0.12.0
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • ply ==3.11
  • pox ==0.3.0
  • ppft ==1.6.6.4
  • progress ==1.6
  • prometheus-client ==0.11.0
  • prompt-toolkit ==3.0.24
  • ptyprocess ==0.7.0
  • pyOpenSSL ==21.0.0
  • pycairo ==1.20.1
  • pycparser ==2.21
  • pyparsing ==2.4.7
  • pyrsistent ==0.18.0
  • python-dateutil ==2.8.2
  • pytz ==2021.3
  • pyzmq ==22.2.1
  • requests ==2.26.0
  • resolvelib ==0.5.5
  • retrying ==1.3.3
  • scikit-learn ==1.0.2
  • scipy ==1.7.3
  • shap ==0.40.0
  • six ==1.16.0
  • sklearn ==0.0
  • slicer ==0.0.7
  • terminado ==0.11.1
  • testpath ==0.5.0
  • threadpoolctl ==3.1.0
  • toml ==0.10.2
  • tomli ==1.2.2
  • tornado ==6.1
  • tqdm ==4.64.0
  • traitlets ==5.1.0
  • typing-extensions ==4.2.0
  • urllib3 ==1.26.7
  • wcwidth ==0.2.5
  • webencodings ==0.5.1
  • widgetsnbextension ==3.5.1
  • xcffib ==0.11.1
  • zipp ==3.6.0
  • zstandard ==0.16.0
.github/workflows/linter.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/package.yml actions
  • actions/checkout v3 composite
  • docker/build-push-action ad44023a93711e3deb337508980b4b5e9bcdc5dc composite
  • docker/login-action f054a8b539a109f9f41c372932f1ae047eff08c9 composite
  • docker/metadata-action 98669ae865ea3cffbcbaa878cf57c20bbf1c6c38 composite
pyproject.toml pypi
  • SALib *
  • bokeh *
  • matplotlib *
  • numpy *
  • pandas *
  • scikit-learn *
  • shap *
.github/workflows/publish.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v3 composite
  • pypa/gh-action-pypi-publish release/v1 composite