https://github.com/google-research/tf-opt
Science Score: 36.0%
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
Links to: arxiv.org -
○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 (5.7%) to scientific vocabulary
Keywords from Contributors
deep-neural-networks
distributed
calculator
graph-based
graph-framework
inference
mediapipe
mobile-development
perception
pipeline-framework
Last synced: 6 months ago
·
JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: google-research
- License: apache-2.0
- Language: C++
- Default Branch: master
- Size: 604 KB
Statistics
- Stars: 41
- Watchers: 12
- Forks: 7
- Open Issues: 1
- Releases: 0
Created over 5 years ago
· Last pushed 9 months ago
Metadata Files
Readme
Contributing
License
README.md
tf.opt
tf.opt is a tool for solving constrained optimization problems with objective functions that cannot be directly optimized in a tractable manner, but can be learned via neural networks.
The source is being released incrementally, the process is still incomplete.
This is not an officially supported Google product.
Related Data
Below are links to related data from papers that use tf.opt.
- A set of MIP instances generated by tf.opt related to the paper "Constrained Discrete Black-Box Optimization using Mixed-Integer Programming". They are snapshots of the MIP acquisition problems solved in the method described in the paper. See the paper and the README file in the package for more details.
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
- Watch event: 2
- Push event: 3
- Fork event: 1
Last Year
- Watch event: 2
- Push event: 3
- Fork event: 1
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| The tf.opt Team | n****y@g****m | 9 |
| Christian Tjandraatmadja | c****a@g****m | 7 |
| Mike Kruskal | m****l@g****m | 2 |
| Eric Salo | s****o@g****m | 2 |
| Ross Anderson | r****r@g****m | 2 |
| Richard Levasseur | r****r@g****m | 1 |
| Peter Hawkins | p****s@g****m | 1 |
| Miguel Alcon | m****n@g****m | 1 |
| Lev Kandel | l****s@g****m | 1 |
| Jie Luo | j****o@g****m | 1 |
| Derek Mauro | d****o@g****m | 1 |
Committer Domains (Top 20 + Academic)
google.com: 11
Issues and Pull Requests
Last synced: 9 months ago
All Time
- Total issues: 1
- Total pull requests: 2
- Average time to close issues: N/A
- Average time to close pull requests: 3 months
- Total issue authors: 1
- Total pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 2
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
Top Authors
Issue Authors
- Hmkhalla (1)
Pull Request Authors
- copybara-service[bot] (2)