| --- |
| license: mit |
| configs: |
| - config_name: dataset |
| data_files: "dataset.csv" |
| --- |
| |
| ### Description |
| This dataset contains signle site mutation of protein BLAT_ECOLX and the correspond mutation effect score from deep mutation scanning experiment. |
| |
| **Protein Format:** AA sequence |
| |
| ### Splits |
| traing: 4366 |
| |
| valid: 575 |
| |
| test: 527 |
| |
| ### 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 0 to positive infinity where 1 is the value of wildtype, |
| larger than 1 means higher fitness than wildtype. |
