Deep Mutation Scanning (DMS) fitness prediction
Collection
This collection contains some deep mutation scanning (DMS) fitness prediction models and datasets for some important proteins.
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18 items
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Updated
training_task_type
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Protein-level Regression | AA |
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Description
This dataset contains signle site mutation of protein GAL4_YEAST and the correspond mutation effect score from deep mutation scanning experiment.
Splits
traing: 941
valid: 131
test: 121
Related paper
The dataset is from Deep generative models of genetic variation capture the effects of mutations.
Label
Label means mutation effect score of each protein based on deep mutation scanning experiment, ranging from negative infinity to positive infinity.
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