https://github.com/dice-group/ontolearn
Ontolearn is an open-source software library for explainable structured machine learning in Python. It learns OWL class expressions from positive and negative examples.
https://github.com/dice-group/ontolearn
Keywords
concept-learning description-logics knowledge-base machine-learning ontology owl owl2 semantic-web web-ontology-language
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Ontolearn is an open-source software library for explainable structured machine learning in Python. It learns OWL class expressions from positive and negative examples.
- Host: GitHub
- URL: https://github.com/dice-group/ontolearn
- Owner: dice-group
- License: agpl-3.0
- Created: 2020-05-14T10:45:25.000Z (almost 5 years ago)
- Default Branch: develop
- Last Pushed: 2024-04-19T13:49:40.000Z (about 1 year ago)
- Last Synced: 2024-04-19T14:56:56.508Z (about 1 year ago)
- Topics: concept-learning, description-logics, knowledge-base, machine-learning, ontology, owl, owl2, semantic-web, web-ontology-language
- Language: Python
- Homepage: https://ontolearn-docs-dice-group.netlify.app/index.html
- Size: 6.97 MB
- Stars: 30
- Watchers: 9
- Forks: 7
- Open Issues: 9
- Releases: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Owner metadata
- Name: Data Science Group at UPB
- Login: dice-group
- Email:
- Kind: organization
- Description:
- Website: http://dice-research.org/
- Location: Paderborn, Germany
- Twitter: diceresearch
- Company:
- Icon url: https://avatars.githubusercontent.com/u/29565649?v=4
- Repositories: 146
- Last ynced at: 2023-03-10T23:06:17.984Z
- Profile URL: https://github.com/dice-group
GitHub Events
Total
- Create event: 151
- Commit comment event: 1
- Release event: 9
- Delete event: 123
- Member event: 3
- Pull request event: 339
- Fork event: 14
- Issues event: 175
- Watch event: 29
- Issue comment event: 246
- Public event: 2
- Push event: 663
- Pull request review event: 58
- Pull request review comment event: 38
Last Year
- Commit comment event: 1
- Create event: 64
- Delete event: 53
- Fork event: 4
- Issue comment event: 180
- Issues event: 113
- Member event: 1
- Pull request event: 184
- Pull request review comment event: 2
- Pull request review event: 27
- Push event: 420
- Release event: 4
- Watch event: 10
Committers metadata
Last synced: 12 months ago
Total Commits: 1,167
Total Committers: 16
Avg Commits per committer: 72.938
Development Distribution Score (DDS): 0.625
Commits in past year: 374
Committers in past year: 5
Avg Commits per committer in past year: 74.8
Development Distribution Score (DDS) in past year: 0.578
| Name | Commits | |
|---|---|---|
| Caglar Demir | c****8@g****m | 438 |
| Simon Bin | s****n@i****e | 334 |
| Alkid | a****i@g****m | 155 |
| LukasBluebaum | l****4@g****m | 102 |
| Jean-KOUAGOU | j****k@a****a | 89 |
| Stefan Heindorf | h****f@u****e | 16 |
| Alexander Bigerl | b****l@m****e | 9 |
| LukasBluebaum | 3****m | 6 |
| alkid | a****d@m****e | 5 |
| Alexander Bigerl | a****r@b****u | 3 |
| alkidbaci | 6****i | 3 |
| nkaralis | n****s@m****e | 2 |
| Simon Bin | S****n | 2 |
| Sören Brunk | s****k@u****e | 1 |
| Leonie Sieger | 5****r | 1 |
| N'Dah Jean Kouagou | 4****U | 1 |
Committer domains:
- mail.uni-paderborn.de: 2
- usu.de: 1
- bigerl.eu: 1
- mail.upb.de: 1
- uni-paderborn.de: 1
- aims.ac.za: 1
- informatik.uni-leipzig.de: 1
Issue and Pull Request metadata
Last synced: 11 months ago
Total issues: 83
Total pull requests: 117
Average time to close issues: about 1 year
Average time to close pull requests: 3 days
Total issue authors: 14
Total pull request authors: 5
Average comments per issue: 2.55
Average comments per pull request: 0.4
Merged pull request: 114
Bot issues: 0
Bot pull requests: 0
Past year issues: 52
Past year pull requests: 99
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 1 day
Past year issue authors: 11
Past year pull request authors: 4
Past year average comments per issue: 2.9
Past year average comments per pull request: 0.41
Past year merged pull request: 96
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- Demirrr (35)
- SimonBin (18)
- heindorf (8)
- alkidbaci (5)
- MichaelRoeder (5)
- AjayUmakanth (2)
- bigerl (2)
- farshad68 (2)
- LNSieger (1)
- MSAYAK (1)
- Quannz (1)
- renespeck (1)
- sheetalsatheesh (1)
- sshivam95 (1)
Top Pull Request Authors
- Demirrr (71)
- alkidbaci (27)
- Jean-KOUAGOU (10)
- LukasBluebaum (8)
- nkaralis (1)
Top Issue Labels
- enhancement (11)
- bug (7)
- wontfix (7)
- question (3)
- documentation (1)
- invalid (1)
Top Pull Request Labels
Package metadata
- Total packages: 1
-
Total downloads:
- pypi: 125 last-month
- Total dependent packages: 0
- Total dependent repositories: 1
- Total versions: 11
- Total maintainers: 2
pypi.org: ontolearn
Ontolearn is an open-source software library for structured machine learning in Python. Ontolearn includes modules for processing knowledge bases, inductive logic programming and ontology engineering.
- Homepage: https://github.com/dice-group/Ontolearn
- Documentation: https://ontolearn.readthedocs.io/
- Licenses: MIT License
- Latest release: 0.7.1 (published about 1 year ago)
- Last Synced: 2024-06-09T11:42:14.548Z (11 months ago)
- Versions: 11
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 125 Last month
-
Rankings:
- Dependent packages count: 10.038%
- Forks count: 11.407%
- Stargazers count: 12.014%
- Average: 15.229%
- Downloads: 21.031%
- Dependent repos count: 21.657%
- Maintainers (2)
Dependencies
- nwtgck/actions-netlify v1.2 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- docker://texlive/texlive latest composite
- nwtgck/actions-netlify v1.2 composite
- actions/cache v3 composite
- actions/checkout v3 composite
- continuumio/anaconda3 latest build
- build 0.6.0.*
- deap 1.3.1.*
- flake8 3.9.2.*
- flask 1.1.2.*
- httpx 0.21.1.*
- matplotlib 3.3.4.*
- myst-parser 0.15.2.*
- owlready2 0.40.*
- pandas 1.2.3.*
- parsimonious 0.8.1.*
- pip 21.0.1.*
- pytest 6.2.4.*
- pytest-codeblocks 0.11.2.*
- pytorch 1.8.0.*
- rdflib 6.0.2.*
- scikit-learn 1.0.2.*
- sortedcontainers 2.4.0.*
- sphinx 4.0.2.*
- sphinx_rtd_theme 0.5.1.*
- tox 3.24.3.*
- tox-conda 0.8.3.*
- tqdm 4.64.0.*
Score: 11.288180632289045