File size: 700 Bytes
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license: mit
configs:
- config_name: dataset
data_files: "dataset.csv"
---
### Description
This dataset contains signle site mutation of protein PTEN_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.
**Protein Format:** AA sequence
### Splits
traing: 3311
valid: 375
test: 410
### 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 fitness score (protein stability) of each protein based on deep mutation scanning experiment,
ranging from minus infinity to positive infinity, smaller means more stable. |