https://github.com/salesforce/progen
Official release of the ProGen models
https://github.com/salesforce/progen
generative-model language-model protein
Last synced: about 1 year ago
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Official release of the ProGen models
- Host: GitHub
- URL: https://github.com/salesforce/progen
- Owner: salesforce
- License: bsd-3-clause
- Created: 2022-05-16T23:06:14.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2023-08-04T05:13:11.000Z (almost 3 years ago)
- Last Synced: 2025-03-28T10:03:23.925Z (about 1 year ago)
- Topics: generative-model, language-model, protein
- Language: Python
- Homepage:
- Size: 62.5 KB
- Stars: 639
- Watchers: 20
- Forks: 119
- Open Issues: 40
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Metadata Files:
- Readme: README.md
- License: LICENSE.txt
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: CODEOWNERS
- Security: SECURITY.md
Awesome Lists containing this project
- awesome-computational-biology - ProGen2
README
## ProGen: Language Modeling for Protein Engineering
Suite of open-sourced projects and models for protein engineering and design.
### License
Our code and models are BSD-3 licensed. See LICENSE.txt for details.
### Ethics
Predicting the fitness of a protein sequence and capturing the distribution of natural proteins for generative purposes could be a powerful tool for protein design. If our technique or a future iteration thereof is adopted broadly, care should be taken in terms of the end use-cases of these designed samples and downstream effects to ensure safe, non-nefarious, and ethical applications. For projects in any domain, active oversight during project initiation, experimental optimization, and deployment phases should be put in place to ensure safe usage and limitation of unintended harmful effects.