Improving Generalizability of Protein Sequence Models via Data Augmentations

no code implementations • 1 Jan 2021 • Hongyu Shen, Layne C. Price, Mohammad Taha Bahadori, Franziska Seeger

While protein sequence data is an emerging application domain for machine learning methods, small modifications to protein sequences can result in difficult-to-predict changes to the protein's function.

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