| --- |
| 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. |
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| **Protein Format:** AA sequence |
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| ### Splits |
| traing: 2479 |
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| valid: 338 |
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| test: 317 |
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| ### 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. |
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