AI4Protein/DeepLocBinary_ESMFold
收藏Hugging Face2024-08-13 更新2025-04-12 收录
下载链接：
https://hf-mirror.com/datasets/AI4Protein/DeepLocBinary_ESMFold
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资源简介：
---
license: apache-2.0
task_categories:
- text-classification
tags:
- protein
- downstream task
---
# DeepLocBinary Dataset with ESMFold Structural Sequence
- Description: Protein localization encompasses the processes that establish and maintain proteins at specific locations.
- 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
- location: On the membrane or not
# 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={Journal of Chemical Information and Modeling},
year={2024},
publisher={ACS Publications}
}
```
提供机构：
AI4Protein
