| --- |
| license: mit |
| configs: |
| - config_name: dataset |
| data_files: "dataset.csv" |
| --- |
| |
| ### Description |
| This dataset contains signle site mutation of protein UBC9_HUMAN and the correspond mutation effect score from deep mutation scanning experiment. |
| |
| **Protein Format:** AA sequence |
| |
| ### Splits |
| traing: 2169 |
| |
| valid: 265 |
| |
| test: 287 |
| |
| ### 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. |
| The wild‐type mutants receiving a score of one, larger value represents higher fitness. |
