task_categories:text-classification language:en license:mit size_categories:10K<n<100K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us esm esm2 ESM-2 aging proteins protein laguage model biology
---
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. 
