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

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


**Protein Format:** AA sequence 

### Splits
traing: 2479

valid: 338

test: 317

### 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, ranging from minus infinity to positive infinity where 0 is value of wildtype, larger means higher fitness.