spl-for-ai
A Software Product Line (SPL) implementation for AI systems composed by a set of components, defined by a Feature Model
Science Score: 44.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.1%) to scientific vocabulary
Repository
A Software Product Line (SPL) implementation for AI systems composed by a set of components, defined by a Feature Model
Basic Info
- Host: GitHub
- Owner: BESSER-PEARL
- License: mit
- Language: Python
- Default Branch: main
- Size: 783 KB
Statistics
- Stars: 4
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
Exploring the Use of Software Product Lines for the Combination of Machine Learning Models
Source code of the tool submitted to the SPLC 2024 conference.
Requirements
Installation
bash
git clone https://github.com/BESSER-PEARL/spl-for-ai
cd spl-for-ai
pip install -r requirements.txt
python main.py
Authors
Marcos Gomez-Vazquez, Luxembourg Institute of Science and Technology
Jordi Cabot, Luxembourg Institute of Science and Technology. University of Luxembourg
Acknowledgements
This project is supported by the Luxembourg National Research Fund (FNR) PEARL program, grant agreement 16544475.
License
This project is licensed under the MIT license
Copyright © 2024 Luxembourg Institute of Science and Technology. All rights reserved.
Owner
- Name: BESSER-PEARL
- Login: BESSER-PEARL
- Kind: organization
- Email: jordi.cabot@list.lu
- Location: Luxembourg
- Repositories: 1
- Profile: https://github.com/BESSER-PEARL
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "FamilyNames"
given-names: "GivenNames"
orcid: "https://orcid.org/0000-0000-0000-0000"
- family-names: "FamilyNames"
given-names: "GivenNames"
orcid: "https://orcid.org/0000-0000-0000-0000"
title: "The title of your paper"
version: 1.0.0
doi: 10.1007/s10664-021-10061-x
date-released: 2021-11-16
url: "https://github.com/SOM-Research/NonCodingRoleAnalysis-NPMPackages"
preferred-citation:
type: article
authors:
- family-names: "FamilyNames"
given-names: "GivenNames"
orcid: "https://orcid.org/0000-0000-0000-0000"
- family-names: "FamilyNames"
given-names: "GivenNames"
orcid: "https://orcid.org/0000-0000-0000-0000"
doi: "10.1007/s00000-000-00000-x"
journal: "JournalName"
month: 1
start: 1 # First page number
end: 100 # Last page number
title: "The title of your paper"
issue: 1
volume: 29
year: 2022
GitHub Events
Total
- Watch event: 2
Last Year
- Watch event: 2
Dependencies
- sphinx ==7.1.2
- sphinx-rtd-theme ==1.3.0rc1
- pyyaml ==6.0.1
- streamlit ==1.31.1
- streamlit_antd_components ==0.3.2