https://github.com/aida-ugent/explaine
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○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 (5.4%) to scientific vocabulary
Last synced: 10 months ago
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JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: aida-ugent
- Language: Python
- Default Branch: main
- Size: 19.5 KB
Statistics
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
- Releases: 0
Created almost 5 years ago
· Last pushed over 4 years ago
Metadata Files
Readme
README.md
README
Source code for paper: Explanations for Network Embedding-based Link Prediction
- This folder contains the source code for Explanations for Network Embedding-based Link Prediction
Set up
Environment: Python 3.6+
Requirement
- numpy 1.15.3
- scipy 1.1.0
- pandas 0.23.4
- matplotlib 3.0.0
- tqdm 4.29.0
Datasets
- Karate: https://en.wikipedia.org/wiki/Zachary%27skarateclub
- Game of Thrones: https://github.com/mathbeveridge/asoiaf
- MovieLens: https://grouplens.org/datasets/movielens/100k/
- DBLP dataset V10: https://aminer.org/citation
Run
- Karate illustrative example: run script 'experiment_karate.py'
Results
- The figures can be found under subfolder 'figures'
- The table results are printed in the terminal.
Owner
- Name: Ghent University Artificial Intelligence & Data Analytics Group
- Login: aida-ugent
- Kind: organization
- Email: tijl.debie@ugent.be
- Location: Ghent
- Website: aida.ugent.be
- Repositories: 36
- Profile: https://github.com/aida-ugent
GitHub Events
Total
Last Year
Issues and Pull Requests
Last synced: over 1 year ago
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- Total pull requests: 0
- Average time to close issues: N/A
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- Total issue authors: 0
- Total pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0