tyang816/DeepSol_ESMFold

DeepSol Dataset with ESMFold Structural Sequence

• Description: Solubility is a fundamental protein property that has important connotations for therapeutics and use in diagnosis.
• Number of labels: 2
• Problem Type: single_label_classification
• Columns:
  • aa_seq: protein amino acid sequence
  • foldseek_seq: foldseek 20 3di structural sequence
  • ss8_seq: DSSP 8 secondary structure sequence

Github

Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models

https://github.com/tyang816/SES-Adapter

Citation

Please cite our work if you use our dataset.

@article{tan2024ses-adapter,
  title={Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models},
  author={Tan, Yang and Li, Mingchen and Zhou, Bingxin and Zhong, Bozitao and Zheng, Lirong and Tan, Pan and Zhou, Ziyi and Yu, Huiqun and Fan, Guisheng and Hong, Liang},
  journal={arXiv preprint arXiv:2404.14850},
  year={2024}
}