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tyang816/ProteinGym_v1

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Permissive or share-alike

The declared licence (apache-2.0) is classified as permissive.

Declared licence
apache-2.0, from the tagEvidence: README.md at a32b512
Licence files
No licence file at the top level of the repositoryEvidence: file list at a32b512
Declared sources
None listed in the card metadata
Access gated on Hugging Face
No
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Citation text from the card

Please cite our work if you have used our code or data for **dry experiment testing/wet experiment directed evolution**. We are pleased to see improvements in the subsequent work.

```
@article{tan2023protssn,
  title={Semantical and Topological Protein Encoding Toward Enhanced Bioactivity and Thermostability},
  author={Tan, Yang and Zhou, Bingxin and Zheng, Lirong and Fan, Guisheng and Hong, Liang},
  journal={bioRxiv},
  pages={2023--12},
  year={2023},
  publisher={Cold Spring Harbor Laboratory}
}

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "tyang816/ProteinGym_v1" })
signal: "permissive"
stated_licence: "apache-2.0"
sources: 0