https://github.com/alan-turing-institute/arc-spice
Sample Level, Pipeline Introduced Cumulative Errors (SPICE). Investigating methods for generalisable measurement of cumulative errors in multi-model (and multi-modal) ML pipelines.
Science Score: 26.0%
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○CITATION.cff file
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✓codemeta.json file
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✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (7.2%) to scientific vocabulary
Repository
Sample Level, Pipeline Introduced Cumulative Errors (SPICE). Investigating methods for generalisable measurement of cumulative errors in multi-model (and multi-modal) ML pipelines.
Basic Info
- Host: GitHub
- Owner: alan-turing-institute
- License: mit
- Language: Python
- Default Branch: main
- Size: 5.73 MB
Statistics
- Stars: 0
- Watchers: 4
- Forks: 0
- Open Issues: 8
- Releases: 0
Metadata Files
README.md
ARC-SPICE
Sample Level, Pipeline Introduced Cumulative Errors (SPICE). Investigating methods for generalisable measurement of cumulative errors in multi-model (and multi-modal) ML pipelines.
Installation
bash
python -m pip install arc_spice
From source:
bash
git clone https://github.com/alan-turing-institute/ARC-SPICE
cd ARC-SPICE
python -m pip install .
Usage
Contributing
See CONTRIBUTING.md for instructions on how to contribute.
License
Distributed under the terms of the MIT license.
Owner
- Name: The Alan Turing Institute
- Login: alan-turing-institute
- Kind: organization
- Email: info@turing.ac.uk
- Website: https://turing.ac.uk
- Repositories: 477
- Profile: https://github.com/alan-turing-institute
The UK's national institute for data science and artificial intelligence.
GitHub Events
Total
- Issues event: 24
- Delete event: 11
- Issue comment event: 18
- Push event: 187
- Pull request review comment event: 79
- Pull request review event: 82
- Pull request event: 24
- Create event: 16
Last Year
- Issues event: 24
- Delete event: 11
- Issue comment event: 18
- Push event: 187
- Pull request review comment event: 79
- Pull request review event: 82
- Pull request event: 24
- Create event: 16
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 21
- Total pull requests: 14
- Average time to close issues: 25 days
- Average time to close pull requests: 3 days
- Total issue authors: 3
- Total pull request authors: 3
- Average comments per issue: 0.52
- Average comments per pull request: 0.64
- Merged pull requests: 13
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 21
- Pull requests: 14
- Average time to close issues: 25 days
- Average time to close pull requests: 3 days
- Issue authors: 3
- Pull request authors: 3
- Average comments per issue: 0.52
- Average comments per pull request: 0.64
- Merged pull requests: 13
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- lannelin (8)
- eddableheath (8)
- J-Dymond (7)
Pull Request Authors
- J-Dymond (14)
- eddableheath (7)
- lannelin (5)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- actions/checkout v4 composite
- actions/download-artifact v3 composite
- actions/upload-artifact v3 composite
- pypa/gh-action-pypi-publish release/v1 composite
- actions/checkout v4 composite
- actions/setup-python v4 composite
- codecov/codecov-action v3.1.4 composite
- pre-commit/action v3.0.0 composite
- datasets *
- huggingface *
- librosa *
- numpy *
- sentencepiece *
- soundfile *
- transformers *