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

### Description
This dataset contains signle site mutation of protein UBC9_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.

**Protein Format:** AA sequence 

### Splits
traing: 2169

valid: 265

test: 287

### 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 effect score of each protein based on deep mutation scanning experiment. 
The wild‐type mutants receiving a score of one, larger value represents higher fitness.