---
license: mit
configs:
- config_name: dataset
  data_files: "dataset.csv"
---

### Description
This dataset contains signle site mutation of protein PTEN_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.

### Splits
traing: 3311

valid: 375

test: 410

### Related paper 
The dataset is from [Deep generative models of genetic variation capture the effects of mutations](https://www.nature.com/articles/s41592-018-0138-4).

### Label
Label means mutation fitness score (protein stability) of each protein based on deep mutation scanning experiment, 
ranging from minus infinity to positive infinity, smaller means more stable.