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DMS_AsCas12f

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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 AsCas12f amino acid sequence and the correspond mutation effect score from a deep mutation scanning experiment.

Splits

traing: 6306

valid: 801

test: 834

Related paper

The dataset is from An AsCas12f-based compact genome-editing tool derived by deep mutational scanning and structural analysis.

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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Collection including SaProtHub/DMS_AsCas12f

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