tyang816/EC_ESMFold
收藏Hugging Face2024-05-10 更新2024-06-12 收录
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资源简介：
---
license: apache-2.0
task_categories:
- text-classification
tags:
- protein
- downstream task
---
# EC Dataset with ESMFold Structural Sequence
- Description: The Enzyme Commission number (EC number) is a numerical classification scheme for enzymes, based on the chemical reactions they catalyze.
- Number of labels: 585
- Problem Type: multi_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}
}
```
提供机构：
tyang816
原始信息汇总
EC Dataset with ESMFold Structural Sequence
- 描述: Enzyme Commission number (EC number) 是一个基于酶催化化学反应的酶的数字分类方案。
- 标签数量: 585
- 问题类型: 多标签分类
- 列:
aa_seq: 蛋白质氨基酸序列foldseek_seq: foldseek 20 3di 结构序列ss8_seq: DSSP 8 二级结构序列
