metadata
license: mit
configs:
- config_name: dataset
data_files: dataset.csv
Description
This dataset contains fitness score of mutant GB1 protein.
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.