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

### Description
This dataset contains signle site mutation of protein YAP1 amino acid sequence and the correspond mutation effect score from a deep mutation scanning experiment.

### Splits
traing: 291

valid: 35

test: 36

### 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 fitness score of each mutant amino acid sequence based on a deep mutation scanning experiment. 
The value of wildtype mutant is 1, larger value means higher fitness.