Shypd.aiThe largest open index of AI toolsPaddleHelix is a bio-computing platform that leverages large-scale representation learning and multi-task deep learning. It provides tools for drug discovery, vaccine design, and precision medicine, including advanced protein structure prediction capabilities.
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PaddleHelix is an advanced bio-computing platform developed by PaddlePaddle, designed to accelerate research and development in drug discovery, vaccine design, and precision medicine. It utilizes state-of-the-art machine learning approaches, particularly deep neural networks, to offer solutions for complex biological problems. Key functionalities include large-scale pre-training models for compounds and proteins, molecular property prediction, drug-target affinity prediction, and molecular generation. For vaccine design, it provides RNA design algorithms like LinearFold and LinearPartition. The platform also supports precision medicine through applications like drug-drug synergy. Recent advancements include HelixFold3.2 for significant improvements in protein-related tasks and structural quality, HelixDock for protein-ligand structure prediction, and HelixFold-Multimer for protein complex structure prediction. PaddleHelix offers both open-source code for non-commercial academic research and paid API access for high-throughput use.
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