Shypd.aiThe largest open index of AI toolsMachine-learning-for-proteins is a Research & Education tool that provides a curated listing of papers about machine learning for proteins. It serves as a valuable resource for researchers and bioinformaticians in the field.
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Machine-learning-for-proteins is a comprehensive and collaborative listing of academic papers focused on the application of machine learning in protein research. This resource aims to keep pace with the rapidly evolving field of protein engineering and analysis, offering a broader scope beyond engineering-specific applications. Papers are categorized by application and model type, such as reviews, tools and datasets, generative models, and various prediction tasks (stability, structure, sequence, interactions). Within each category, papers are listed in reverse chronological order, providing the most up-to-date information. It encourages community contributions through pull requests or issues, making it a dynamic and continuously updated resource for anyone interested in the intersection of machine learning and protein science.
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