Deep Mutation Scanning (DMS) fitness prediction
Collection
This collection contains some deep mutation scanning (DMS) fitness prediction models and datasets for some important proteins. • 16 items • Updated
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Description
This dataset contains signle site mutation of protein YAP1 amino acid sequence and the correspond mutation effect score from a deep mutation scanning experiment.
Protein Format: AA sequence
Splits
traing: 291
valid: 35
test: 36
Related paper
The dataset is from Deep generative models of genetic variation capture the effects of mutations.
Label
Label means fitness score of each mutant amino acid sequence based on a deep mutation scanning experiment. The value of wildtype mutant is 1, larger value means higher fitness.
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