| | --- |
| | 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. |
