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

### Description
This dataset contains fitness score of mutant GB1 protein.

**Protein Format:** AA sequence

### Splits
traing: 119644

valid: 14917

test: 14800

### Related paper 
Nicholas C Wu, Lei Dai, C Anders Olson, James O Lloyd-Smith, Ren Sun (2016) Adaptation in protein fitness landscapes is facilitated by indirect paths eLife 5:e16965
https://doi.org/10.7554/eLife.16965


### Label
Label is the fitness of mutant protein. The fitness of each variant can be viewed as the fitness relative to wildtype, such that = 1.
Therefore all labels are larger than 0, if label >1 means high fitness compare to wildtype.