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SaProtHub
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DMS_RASH_HUMAN

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train · 1 rows

training_task_type stringclasses 1 value	training_data_type stringclasses 1 value
Protein-level Regression	AA

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Description

This dataset contains signle site mutation of protein RASH_HUMAN and the correspond mutation effect score from deep mutation scanning experiment.

Splits

traing: 2479

valid: 338

test: 317

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 minus infinity to positive infinity where 0 is value of wildtype, larger means higher fitness.

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Collection including SaProtHub/DMS_RASH_HUMAN

Deep Mutation Scanning (DMS) fitness prediction

This collection contains some deep mutation scanning (DMS) fitness prediction models and datasets for some important proteins. • 18 items • Updated Jul 27