File size: 711 Bytes
83620a9 557a46a 0df1866 557a46a dfc66de |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 |
---
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.
|