Science Score: 54.0%
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
Links to: arxiv.org -
○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 (4.5%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: QLUE-algo
- License: gpl-3.0
- Language: Jupyter Notebook
- Default Branch: main
- Size: 17.4 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 2
Metadata Files
README.md
QLUE
This is the repository for the qLUE clustering algorithm inspired by CERN's CLUE event reconstruction algorithm. The associated paper can be found at text
The code for the noise analysis in Fig 5(a-c) is in main_noise.py and can be run using python main_noise.py --cq q
The code for the overlap analysis in Fig 5(d-f) is in main.py and can be run using python main.py --cq q
The datasets for Fig 5(g-j) are based on SKLearn's moons and circles datasets and can be generated using the code in Viz.ipynb. qLUE can be run on this using python main_general_dataset.py. As the name suggests, this is the code to run qLUE on a general dataset.
Several example datasets are provided in the datasets/ folder
Owner
- Name: QLUE-algo
- Login: QLUE-algo
- Kind: organization
- Repositories: 1
- Profile: https://github.com/QLUE-algo
Citation (CITATION.cff)
cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: - family-names: "Pantaleo" given-names: "Felice" orcid: "https://orcid.org/0000-0003-3266-4357" - family-names: "Di Pilato" given-names: "Antonio" orcid: "https://orcid.org/0000-0002-9233-3632" - family-names: "Redjeb" given-names: "Wahid" orcid: "https://orcid.org/0000-0001-9794-8292" - family-names: "Dellantonio" given-names: "Luca" orcid: "https://orcid.org/0000-0002-9233-3632" title: "qlue" version: frontiers-paper doi: 10.5281/zenodo.12655189 date-released: 2024-07-04 url: "https://github.com/QLUE-algo/qlue"