AmelieSchreiber/aging_proteins
收藏Hugging Face2023-08-24 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/AmelieSchreiber/aging_proteins
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资源简介：
---
license: mit
task_categories:
- text-classification
language:
- en
tags:
- esm
- esm2
- ESM-2
- aging proteins
- protein laguage model
- biology
---
# Description of the Dataset
This is (part of) the dataset used in
[Prediction and characterization of human ageing-related proteins by using machine learning](https://www.nature.com/articles/s41598-018-22240-w).
This can be used to train a binary sequence classifier using protein language models such as [ESM-2](https://huggingface.co/facebook/esm2_t6_8M_UR50D).
Please also see [the github for the paper](https://github.com/kerepesi/aging_ml/blob/master/aging_labels.csv) for more information.
提供机构：
AmelieSchreiber
原始信息汇总
数据集描述
数据集概述
该数据集是用于使用机器学习预测和表征人类衰老相关蛋白质研究的一部分。该数据集可用于训练二元序列分类器，使用蛋白质语言模型如ESM-2。
数据集信息
- 许可证：MIT
- 任务类别：文本分类
- 语言：英语
- 标签：
- esm
- esm2
- ESM-2
- aging proteins
- protein laguage model
- biology
