Shypd.aiThe largest open index of AI toolsdgl-lifesci is a Research & Education tool that provides a Python package for graph neural networks in chemistry and biology. It offers functionalities for graph construction, featurization, and evaluation, along with model architectures and pre-trained models.
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DGL-LifeSci is an open-source Python package built on DGL (Deep Graph Library) specifically designed for deep learning applications in life sciences using graph neural networks. It provides a comprehensive suite of tools for researchers and developers, including methods for constructing and featurizing molecular graphs and biological networks, evaluating models, and offering various model architectures. The package also includes training scripts and pre-trained models to accelerate research and development. DGL-LifeSci supports applications such as molecular property prediction and reaction prediction, making it a valuable resource for advancing drug discovery and bioinformatics.
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