Shypd.aiThe largest open index of AI toolsDL4Proteins-notebooks provides Colab notebooks for deep learning in biomolecular structure prediction and design. It offers hands-on introductions to tools like AlphaFold and RFDiffusion.
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DL4Proteins-notebooks offers a comprehensive series of Colab notebooks designed to democratize deep learning for protein design and prediction. This resource provides an accessible, hands-on introduction to the tools and methodologies that have revolutionized computational protein science, including AlphaFold, RFDiffusion, and ProteinMPNN. By blending foundational machine learning principles with state-of-the-art approaches, DL4Proteins equips researchers, educators, and students with the knowledge to contribute to the future of protein engineering. The open-source notebooks bridge the gap between cutting-edge research and classroom learning, fostering innovation in synthetic biology and therapeutics. It covers topics from neural networks with NumPy and PyTorch to graph neural networks and diffusion models.
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