ProteinFlow: a Python Library to Pre-Process Protein Structure Data for Deep Learning Applications
Elizaveta Kozlova,
Arthur Valentin,
Aous Khadhraoui
et al.
Abstract:Over the past few years, deep learning tools for protein design have made significant advances in the field of bioengineering, opening up new opportunities for drug discovery, disease prevention or industrial biotechnology. However, despite the growing interest and excitement surrounding these tools, progress in the field is hindered by a lack of standardized datasets for benchmarking. Most models are trained on data from the Protein Data Bank (PDB), the largest repository of experimentally determined biologic… Show more
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