https://github.com/autoresearch/autora-theorist-darts
Differentiable Architecture Search theorist for AutoRA
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 (6.1%) to scientific vocabulary
Repository
Differentiable Architecture Search theorist for AutoRA
Basic Info
- Host: GitHub
- Owner: AutoResearch
- License: mit
- Language: Python
- Default Branch: main
- Homepage: https://autoresearch.github.io/autora-theorist-darts/
- Size: 26.2 MB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 17
- Releases: 8
Metadata Files
README.md
AutoRA Differentiable Architecture Search
autora-theorist-darts is a Python module for fitting data using differentiable architecture
search, built on AutoRA.
Website: https://autoresearch.github.io/autora/
User Guide
You will need:
python3.8 or greater: https://www.python.org/downloads/graphviz(optional, required for computation graph visualizations): https://graphviz.org/download/
Install DARTS as part of the autora package:
shell
pip install -U "autora[theorist-darts]"
It is recommended to use a
pythonenvironment manager likevirtualenv.
Check your installation by running:
shell
python -c "from autora.theorist.darts import DARTSRegressor; DARTSRegressor()"
Owner
- Name: Autonomous Empirical Research Initiative
- Login: AutoResearch
- Kind: organization
- Website: www.empiricalresearch.ai
- Repositories: 12
- Profile: https://github.com/AutoResearch
We strive to enhance and accelerate scientific discovery by automating steps in the empirical research process.
GitHub Events
Total
- Issues event: 13
- Delete event: 1
- Issue comment event: 4
- Member event: 1
- Push event: 11
- Pull request event: 2
- Create event: 6
Last Year
- Issues event: 13
- Delete event: 1
- Issue comment event: 4
- Member event: 1
- Push event: 11
- Pull request event: 2
- Create event: 6
Issues and Pull Requests
Last synced: 10 months ago
All Time
- Total issues: 10
- Total pull requests: 1
- Average time to close issues: 4 days
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.1
- Average comments per pull request: 0.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 10
- Pull requests: 1
- Average time to close issues: 4 days
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.1
- Average comments per pull request: 0.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- lfrommelt (10)
- younesStrittmatter (2)
Pull Request Authors
- younesStrittmatter (2)
- lfrommelt (1)