tyang816/Thermostability_AlphaFold2

---
license: apache-2.0
task_categories:
- text-classification
tags:
- protein
- downstream task
---

# Thermostability Dataset with AlphaFold2 Structural Sequence

- Description: In materials science and molecular biology, thermostability is the ability of a substance to resist irreversible change in its chemical or physical structure, often by resisting decomposition or polymerization, at a high relative temperature.
- Number of labels: 1
- Problem Type: regression
- 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}
}
```

原始信息汇总

Thermostability Dataset with AlphaFold2 Structural Sequence

数据集概述

• 描述: 在材料科学和分子生物学中，热稳定性是指物质在高温下抵抗其化学或物理结构发生不可逆变化的能力，通常通过抵抗分解或聚合来实现。
• 标签数量: 1
• 问题类型: 回归
• 数据集列:
  • 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

许可证

• 许可证: Apache-2.0

任务类别

• 任务类别: 文本分类

标签

• 标签: 蛋白质, 下游任务