https://github.com/quatrope/scikit-criteria

Scikit-Criteria is a collection of Multiple-criteria decision analysis (MCDA) methods integrated into scientific python stack. Is Open source and commercially usable.

https://github.com/quatrope/scikit-criteria

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    1 of 5 committers (20.0%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (14.3%) to scientific vocabulary

Keywords

critic electre mcda numpy pandas python sam scipy simus topsis
Last synced: 6 months ago · JSON representation

Repository

Scikit-Criteria is a collection of Multiple-criteria decision analysis (MCDA) methods integrated into scientific python stack. Is Open source and commercially usable.

Basic Info
Statistics
  • Stars: 97
  • Watchers: 7
  • Forks: 31
  • Open Issues: 8
  • Releases: 18
Topics
critic electre mcda numpy pandas python sam scipy simus topsis
Created almost 11 years ago · Last pushed 7 months ago
Metadata Files
Readme Changelog License Code of conduct

README.md

Scikit-Criteria

image

Multiple-criteria decision analysis

QuatroPe Gihub Actions CI Documentation Status PyPI PyPI - Downloads Conda Forge Conda License Python 3.9+

Scikit-Criteria is a collection of Multiple-criteria decision analysis (MCDA) methods integrated into scientific python stack. Is Open source and commercially usable.

Help & discussion mailing list

Our Google Groups mailing list is here.

You can contact me at: jbcabral@unc.edu.ar (if you have a support question, try the mailing list first)

Support

This project is completely free of charge and open source. If you find it useful in your work or simply want to support us, you can buy us a coffee:

"Buy Me A Coffee"

Code Repository & Issues

https://github.com/quatrope/scikit-criteria

License

Scikit-Criteria is under The 3-Clause BSD License

This license allows unlimited redistribution for any purpose as long as its copyright notices and the license's disclaimers of warranty are maintained.

Citation

If you are using Scikit-Criteria in your research, please cite:

If you use scikit-criteria in a scientific publication, we would appreciate citations to the following paper:

Cabral, Juan B., Nadia Ayelen Luczywo, and José Luis Zanazzi 2016 Scikit-Criteria: Colección de Métodos de Análisis Multi-Criterio Integrado Al Stack Científico de Python. In XLV Jornadas Argentinas de Informática E Investigación Operativa (45JAIIO)-XIV Simposio Argentino de Investigación Operativa (SIO) (Buenos Aires, 2016) Pp. 59-66. http://45jaiio.sadio.org.ar/sites/default/files/Sio-23.pdf.

Bibtex entry:

bibtex @inproceedings{scikit-criteria, author={ Juan B Cabral and Nadia Ayelen Luczywo and Jos\'{e} Luis Zanazzi}, title={ Scikit-Criteria: Colecci\'{o}n de m\'{e}todos de an\'{a}lisis multi-criterio integrado al stack cient\'{i}fico de {P}ython}, booktitle = { XLV Jornadas Argentinas de Inform{\'a}tica e Investigaci{\'o}n Operativa (45JAIIO)- XIV Simposio Argentino de Investigaci\'{o}n Operativa (SIO) (Buenos Aires, 2016)}, year={2016}, pages = {59--66}, url={http://45jaiio.sadio.org.ar/sites/default/files/Sio-23.pdf} }

Full Publication: http://sedici.unlp.edu.ar/handle/10915/58577

Owner

  • Name: QuatroPe
  • Login: quatrope
  • Kind: organization

GitHub Events

Total
  • Create event: 4
  • Release event: 1
  • Issues event: 4
  • Watch event: 12
  • Member event: 1
  • Issue comment event: 15
  • Push event: 50
  • Pull request review event: 1
  • Pull request event: 21
  • Fork event: 14
Last Year
  • Create event: 4
  • Release event: 1
  • Issues event: 4
  • Watch event: 12
  • Member event: 1
  • Issue comment event: 15
  • Push event: 50
  • Pull request review event: 1
  • Pull request event: 21
  • Fork event: 14

Committers

Last synced: 9 months ago

All Time
  • Total Commits: 788
  • Total Committers: 5
  • Avg Commits per committer: 157.6
  • Development Distribution Score (DDS): 0.26
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
JuanBC j****p@g****m 583
juanbc j****l@u****r 202
Hadrien Mary h****m 1
Audry Nyonata a****a@g****m 1
Marc Heimgartner m****r@g****h 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 42
  • Total pull requests: 28
  • Average time to close issues: 4 months
  • Average time to close pull requests: about 22 hours
  • Total issue authors: 15
  • Total pull request authors: 18
  • Average comments per issue: 1.55
  • Average comments per pull request: 0.71
  • Merged pull requests: 13
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 7
  • Pull requests: 15
  • Average time to close issues: 1 day
  • Average time to close pull requests: 3 days
  • Issue authors: 2
  • Pull request authors: 12
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.93
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • leliel12 (25)
  • elcolie (3)
  • SalvatoreRa (2)
  • barbozabarb (1)
  • LordXyTh (1)
  • stumitchell (1)
  • JedStephens (1)
  • dbirdflyshi (1)
  • manuel-koch (1)
  • rex911 (1)
  • Saugatkafley (1)
  • finsnoop (1)
  • boldorider4 (1)
  • hadim (1)
  • soufianesabiri (1)
Pull Request Authors
  • leliel12 (9)
  • FedeDFR (5)
  • tomaspgwk (4)
  • luigig44 (2)
  • ManuelN313 (2)
  • juanbratti (2)
  • augustolallana (2)
  • Estebanjabad (2)
  • amtoledo (2)
  • diegogimenez04 (2)
  • BashithaShamila (2)
  • dand-oss (1)
  • dloney (1)
  • EbnerLautaro (1)
  • KOLANICH (1)
Top Labels
Issue Labels
enhancement (8) 0.2 (4) question (2) invalid (1) wontfix (1) bug (1)
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 11,354 last-month
  • Total dependent packages: 2
    (may contain duplicates)
  • Total dependent repositories: 17
    (may contain duplicates)
  • Total versions: 30
  • Total maintainers: 1
pypi.org: scikit-criteria

Scikit-Criteria is a collections of algorithms, methods and techniques for multiple-criteria decision analysis.

  • Homepage: https://scikit-criteria.quatrope.org/
  • Documentation: https://scikit-criteria.readthedocs.io/
  • License: Copyright (c) 2016-2021, Cabral, Juan; Luczywo, Nadia Copyright (c) 2022, QuatroPe All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
  • Latest release: 0.8.7
    published about 2 years ago
  • Versions: 24
  • Dependent Packages: 2
  • Dependent Repositories: 17
  • Downloads: 11,354 Last month
Rankings
Downloads: 1.9%
Dependent packages count: 3.2%
Dependent repos count: 3.5%
Average: 5.2%
Stargazers count: 8.0%
Forks count: 9.6%
Maintainers (1)
Last synced: 6 months ago
conda-forge.org: scikit-criteria
  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 34.0%
Average: 42.6%
Dependent packages count: 51.2%
Last synced: 6 months ago

Dependencies

docs/requirements.txt pypi
  • Sphinx *
  • ipykernel *
  • ipython *
  • m2r *
  • nbsphinx *
  • pybtex-apa-style *
  • sphinx-nested-apidoc *
  • sphinx_copybutton *
  • sphinx_rtd_theme *
  • sphinxcontrib-bibtex *
.github/workflows/publish.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
.github/workflows/tests.yml actions
  • actions/checkout master composite
  • actions/setup-python v2 composite
  • bluwy/substitute-string-action v1 composite
requirements_dev.txt pypi
  • coverage * development
  • flake8 * development
  • flake8-black * development
  • flake8-builtins * development
  • flake8-import-order * development
  • ipdb * development
  • pydocstyle * development
  • pyquery * development
  • pytest * development
  • pytest-cov * development
  • pytest-ordering * development
  • toml * development
  • tox * development
.github/workflows/CI.yml actions
pyproject.toml pypi
  • Deprecated *
  • custom_inherit *
  • importlib_metadata *
  • jinja2 *
  • matplotlib !=3.6.1
  • methodtools *
  • numpy *
  • pandas *
  • pulp *
  • scikit-learn >=1.3,<1.4
  • scipy *
  • seaborn *