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JOSS: https://github.com/firefly-cpp/NiaARM

association-rule-mining association-rules data-mining data-science evolutionary-algorithms swarm-intelligence

Score: 11.801047440650395

Last synced: about 2 hours ago
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Repository metadata:

A minimalistic framework for Numerical Association Rule Mining


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 2 days ago

Total Commits: 426
Total Committers: 14
Avg Commits per committer: 30.429
Development Distribution Score (DDS): 0.566

Commits in past year: 36
Committers in past year: 4
Avg Commits per committer in past year: 9.0
Development Distribution Score (DDS) in past year: 0.667

Name Email Commits
zStupan z****n@g****m 185
firefly-cpp i****k@i****u 149
dependabot[bot] 4****] 34
allcontributors[bot] 4****] 12
Miha Bukovnik m****k@p****i 9
Tadej Lahovnik t****k@s****i 8
Zan Vrabic z****c@s****i 7
rhododendrom b****2@p****m 6
erkankarabulut e****t@g****m 5
HlisTilen 4****n 4
howsun.jow h****w@g****m 3
Miha Bukovnik z****k@g****m 2
Benjamin A. Beasley c****e@m****t 1
Arfon Smith a****n@g****m 1

Issue and Pull Request metadata

Last synced: about 1 month ago

Total issues: 55
Total pull requests: 163
Average time to close issues: 3 months
Average time to close pull requests: 4 days
Total issue authors: 10
Total pull request authors: 13
Average comments per issue: 1.84
Average comments per pull request: 0.44
Merged pull request: 139
Bot issues: 0
Bot pull requests: 78

Past year issues: 2
Past year pull requests: 31
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 10 days
Past year issue authors: 1
Past year pull request authors: 4
Past year average comments per issue: 1.5
Past year average comments per pull request: 0.45
Past year merged pull request: 19
Past year bot issues: 0
Past year bot pull requests: 26

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/firefly-cpp/NiaARM

Top Issue Authors

  • firefly-cpp (42)
  • zStupan (3)
  • erkankarabulut (2)
  • howsunjow (2)
  • RamaSubramanianT (1)
  • minakshikaushik (1)
  • mlaky88 (1)
  • carlosal1015 (1)
  • BukovnikMiha (1)
  • fabian-s (1)

Top Pull Request Authors

  • dependabot[bot] (67)
  • zStupan (50)
  • allcontributors[bot] (11)
  • lahovniktadej (9)
  • erkankarabulut (5)
  • vrabiczan (5)
  • HlisTilen (4)
  • BukovnikMiha (3)
  • howsunjow (3)
  • firefly-cpp (3)
  • squidgy617 (1)
  • arfon (1)
  • musicinmybrain (1)

Top Issue Labels

  • enhancement (4)
  • help wanted (3)
  • good first issue (3)
  • bug (2)
  • question (1)
  • dependencies (1)

Top Pull Request Labels

  • dependencies (67)
  • python (15)
  • python:uv (11)
  • enhancement (2)

Package metadata

alpine-v3.18: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.1-r1 (published about 3 years ago)
  • Last Synced: 2026-03-20T07:27:31.401Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 14.004%
    • Stargazers count: 27.45%
    • Forks count: 28.567%
  • Maintainers (1)
alpine-v3.18: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.1-r1 (published about 3 years ago)
  • Last Synced: 2026-03-20T07:27:30.924Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 14.004%
    • Stargazers count: 27.45%
    • Forks count: 28.567%
  • Maintainers (1)
alpine-v3.18: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.1-r1 (published about 3 years ago)
  • Last Synced: 2026-03-07T19:51:27.321Z (4 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 14.004%
    • Stargazers count: 27.45%
    • Forks count: 28.567%
  • Maintainers (1)
pypi.org: niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Documentation: https://niaarm.readthedocs.io/en/latest/
  • Licenses: MIT
  • Latest release: 0.4.7 (published about 1 month ago)
  • Last Synced: 2026-06-20T21:00:51.789Z (2 days ago)
  • Versions: 34
  • Dependent Packages: 2
  • Dependent Repositories: 1
  • Downloads: 391 Last month
  • Rankings:
    • Dependent packages count: 3.244%
    • Forks count: 16.944%
    • Stargazers count: 17.131%
    • Average: 17.958%
    • Dependent repos count: 22.088%
    • Downloads: 30.382%
  • Maintainers (1)
alpine-edge: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.7-r0 (published about 1 month ago)
  • Last Synced: 2026-05-21T16:02:07.054Z (about 1 month ago)
  • Versions: 30
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 14.641%
    • Average: 18.239%
    • Stargazers count: 28.863%
    • Forks count: 29.454%
  • Maintainers (1)
alpine-edge: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.7-r0 (published about 1 month ago)
  • Last Synced: 2026-05-21T16:02:22.347Z (about 1 month ago)
  • Versions: 30
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 14.641%
    • Average: 18.239%
    • Stargazers count: 28.863%
    • Forks count: 29.454%
  • Maintainers (1)
alpine-edge: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.7-r0 (published about 1 month ago)
  • Last Synced: 2026-05-21T16:02:27.396Z (about 1 month ago)
  • Versions: 27
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 14.133%
    • Average: 18.968%
    • Stargazers count: 30.458%
    • Forks count: 31.281%
  • Maintainers (1)
alpine-v3.17: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.2.2-r3 (published over 3 years ago)
  • Last Synced: 2026-03-07T19:51:38.862Z (4 months ago)
  • Versions: 1
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Average: 19.236%
    • Stargazers count: 24.576%
    • Forks count: 25.115%
    • Dependent packages count: 27.254%
  • Maintainers (1)
alpine-v3.17: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.2.2-r3 (published over 3 years ago)
  • Last Synced: 2026-03-20T07:28:09.776Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Average: 19.236%
    • Stargazers count: 24.576%
    • Forks count: 25.115%
    • Dependent packages count: 27.254%
  • Maintainers (1)
nixpkgs-24.11: python312Packages.niaarm

Minimalistic framework for Numerical Association Rule Mining

alpine-v3.23: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.4-r0 (published 7 months ago)
  • Last Synced: 2026-04-12T05:07:11.294Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-23.11: python311Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

alpine-v3.23: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.4-r0 (published 7 months ago)
  • Last Synced: 2026-04-12T05:06:56.467Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.22: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.1-r0 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:05:23.153Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.21: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.3.12-r1 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:04:57.985Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.19: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.5-r0 (published over 2 years ago)
  • Last Synced: 2026-03-20T07:07:17.056Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.19: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.5-r0 (published over 2 years ago)
  • Last Synced: 2026-03-20T07:07:26.736Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.20: py3-niaarm

A minimalistic framework for numerical association rule mining

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.9-r0 (published about 2 years ago)
  • Last Synced: 2026-03-20T07:07:53.585Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-unstable: python313Packages.niaarm

Minimalistic framework for Numerical Association Rule Mining

nixpkgs-24.11: python311Packages.niaarm

Minimalistic framework for Numerical Association Rule Mining

nixpkgs-23.05: python311Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

alpine-v3.20: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.9-r0 (published about 2 years ago)
  • Last Synced: 2026-03-20T07:07:46.395Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-24.05: python311Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

alpine-v3.20: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.9-r0 (published about 2 years ago)
  • Last Synced: 2026-03-14T16:30:09.439Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-24.05: python312Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

nixpkgs-23.05: python310Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

alpine-v3.19: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT
  • Latest release: 0.3.5-r0 (published over 2 years ago)
  • Last Synced: 2026-03-20T07:07:26.194Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.22: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.1-r0 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:05:11.516Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.21: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.3.12-r1 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:04:42.283Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
nixpkgs-unstable: python314Packages.niaarm

Minimalistic framework for Numerical Association Rule Mining

nixpkgs-23.11: python310Packages.niaarm

A minimalistic framework for Numerical Association Rule Mining

alpine-v3.23: py3-niaarm-doc

A minimalistic framework for numerical association rule mining (documentation)

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.4-r0 (published 7 months ago)
  • Last Synced: 2026-04-08T22:08:37.801Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.22: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.4.1-r0 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:05:11.921Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)
alpine-v3.21: py3-niaarm-pyc

Precompiled Python bytecode for py3-niaarm

  • Homepage: https://github.com/firefly-cpp/NiaARM
  • Licenses: MIT AND Apache-2.0
  • Latest release: 0.3.12-r1 (published over 1 year ago)
  • Last Synced: 2026-03-20T07:04:36.267Z (3 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
  • Maintainers (1)

Dependencies

docs/requirements.txt pypi
  • Sphinx ==4.4.0
  • niapy >=2.0.1
  • numpy >=1.22.3
  • pandas >=1.4.0
  • sphinx-rtd-theme ==1.0.0
  • sphinxcontrib-bibtex ==2.4.1
poetry.lock pypi
  • atomicwrites 1.4.0 develop
  • attrs 21.4.0 develop
  • iniconfig 1.1.1 develop
  • pluggy 1.0.0 develop
  • py 1.11.0 develop
  • pytest 7.1.2 develop
  • alabaster 0.7.12
  • babel 2.10.1
  • certifi 2022.5.18.1
  • charset-normalizer 2.0.12
  • click 8.1.3
  • colorama 0.4.4
  • cycler 0.11.0
  • docutils 0.17.1
  • et-xmlfile 1.1.0
  • fonttools 4.33.3
  • idna 3.3
  • imagesize 1.3.0
  • importlib-metadata 4.11.4
  • jinja2 3.1.2
  • joblib 1.1.0
  • kiwisolver 1.4.2
  • latexcodec 2.0.1
  • markupsafe 2.1.1
  • matplotlib 3.5.2
  • niapy 2.0.2
  • nltk 3.7
  • numpy 1.21.6
  • numpy 1.22.4
  • openpyxl 3.0.10
  • packaging 21.3
  • pandas 1.3.5
  • pandas 1.4.2
  • pillow 9.1.1
  • pybtex 0.24.0
  • pybtex-docutils 1.0.1
  • pygments 2.12.0
  • pyparsing 3.0.9
  • python-dateutil 2.8.2
  • pytz 2022.1
  • pyyaml 6.0
  • regex 2022.4.24
  • requests 2.27.1
  • setuptools-scm 6.4.2
  • six 1.16.0
  • snowballstemmer 2.2.0
  • sphinx 4.5.0
  • sphinx-rtd-theme 1.0.0
  • sphinxcontrib-applehelp 1.0.2
  • sphinxcontrib-bibtex 2.4.2
  • sphinxcontrib-devhelp 1.0.2
  • sphinxcontrib-htmlhelp 2.0.0
  • sphinxcontrib-jsmath 1.0.1
  • sphinxcontrib-qthelp 1.0.3
  • sphinxcontrib-serializinghtml 1.1.5
  • tomli 2.0.1
  • tqdm 4.64.0
  • typing-extensions 4.2.0
  • urllib3 1.26.9
  • zipp 3.8.0
pyproject.toml pypi
  • pytest ^7.0.1 develop
  • Sphinx ^4.4.0
  • niapy ^2.0.1
  • nltk ^3.7
  • numpy --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: "^1.21.5" python: ">=3.7,<3.11" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: "^1.22.3" python: "^3.11"
  • pandas --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: "^1.3.5" python: ">=3.7.1,<3.8" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: "^1.4.0" python: "^3.8"
  • python ^3.7
  • sphinx-rtd-theme ^1.0.0
  • sphinxcontrib-bibtex ^2.4.1
.github/workflows/test.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v3 composite