https://github.com/google-research/optformer
Science Score: 26.0%
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
Found .zenodo.json file -
○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.9%) to scientific vocabulary
Keywords from Contributors
deep-neural-networks
distributed
research
jax
advertising
distributed-training
recommendation-engine
scalability
search-engine
reinforcement-learning
Last synced: 6 months ago
·
JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: google-research
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 1.14 MB
Statistics
- Stars: 228
- Watchers: 6
- Forks: 36
- Open Issues: 9
- Releases: 1
Created over 3 years ago
· Last pushed 8 months ago
Metadata Files
Readme
Contributing
License
README.md
OptFormer Project: Research in Language Modeling for Optimization
Codebase Organization
This codebase is organized by general-purpose library folders and specific projects:
General-Purpose Libraries
Optimization API Wrappers
Specific Papers and Projects
- Original OptFormer (Chen et al., 2022)
- OmniPred (Song et al., 2024)
- Understanding LLM Embeddings (Tang et al., 2024)
- Embed-then-Regress (Nguyen et al., 2024)
- Decoding-based Regression (Song and Bahri, 2025)
Disclaimer: This is not an officially supported Google product.
Owner
- Name: Google Research
- Login: google-research
- Kind: organization
- Location: Earth
- Website: https://research.google
- Repositories: 226
- Profile: https://github.com/google-research
GitHub Events
Total
- Issues event: 10
- Watch event: 112
- Delete event: 52
- Issue comment event: 7
- Push event: 227
- Pull request event: 104
- Fork event: 23
- Create event: 50
Last Year
- Issues event: 10
- Watch event: 112
- Delete event: 47
- Issue comment event: 7
- Push event: 214
- Pull request event: 95
- Fork event: 23
- Create event: 46
Committers
Last synced: 11 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Xingyou Song | x****g@g****m | 149 |
| Yutian Chen | y****c@g****m | 8 |
| optformer-team | n****y@g****m | 4 |
| Peter Hawkins | p****s@g****m | 3 |
| Robert Neale | r****e@g****m | 1 |
| Jacob Burnim | j****m@g****m | 1 |
| Chansoo Lee | c****o@g****m | 1 |
| Martin Huschenbett | d****h@g****m | 1 |
Committer Domains (Top 20 + Academic)
google.com: 8
Issues and Pull Requests
Last synced: 8 months ago
All Time
- Total issues: 11
- Total pull requests: 179
- Average time to close issues: 4 months
- Average time to close pull requests: 1 day
- Total issue authors: 10
- Total pull request authors: 4
- Average comments per issue: 0.82
- Average comments per pull request: 0.03
- Merged pull requests: 98
- Bot issues: 0
- Bot pull requests: 177
Past Year
- Issues: 6
- Pull requests: 85
- Average time to close issues: 2 days
- Average time to close pull requests: about 9 hours
- Issue authors: 5
- Pull request authors: 2
- Average comments per issue: 0.5
- Average comments per pull request: 0.02
- Merged pull requests: 55
- Bot issues: 0
- Bot pull requests: 84
Top Authors
Issue Authors
- copybara-service[bot] (4)
- jtb-7799 (2)
- pariskang (1)
- SamuelGabriel (1)
- hellobigorange (1)
- LiHaojin1 (1)
- mohammadp1001 (1)
- hilinxinhui (1)
- LGro (1)
- MingqiFANG (1)
- herilalaina (1)
Pull Request Authors
- copybara-service[bot] (269)
- herilalaina (1)
- mohammadp1001 (1)
- dependabot[bot] (1)
Top Labels
Issue Labels
Pull Request Labels
dependencies (1)
Dependencies
.github/workflows/core_test.yml
actions
- actions/checkout v2 composite
- actions/setup-python v1 composite
requirements.txt
pypi
- absl-py >=0.7,<1.0
- flax ==0.6.0
- google-vizier *
- jax ==0.3.16
- jaxlib ==0.3.15
- ml-collections ==0.1.1
- numpy ==1.21.5
- protobuf >=3.6,<4.0
- pytest *
- seqio *
- tensorflow >=2.9.1
- typing *
setup.py
pypi