tyang816/DeepLocMulti_AlphaFold2
收藏Hugging Face2024-05-10 更新2024-06-12 收录
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https://hf-mirror.com/datasets/tyang816/DeepLocMulti_AlphaFold2
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资源简介：
---
license: apache-2.0
task_categories:
- text-classification
tags:
- protein
- downstream task
---
# DeepLocMulti Dataset with AlphaFold2 Structural Sequence
- Description: Protein localization encompasses the processes that establish and maintain proteins at specific locations.
- Number of labels: 10
- 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: Specific location
# 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
DeepLocMulti Dataset with AlphaFold2 Structural Sequence
数据集概述
- 描述: 蛋白质定位涉及建立和维持蛋白质在特定位置的过程。
- 标签数量: 10
- 问题类型: 单标签分类
- 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
- location: 特定位置
任务类别
- text-classification
标签
- protein
- downstream task
许可证
- apache-2.0
