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Feature Vector for drugs

I want to perform link prediction on drug-drug interaction data using graph neural networks. I have downloaded the DDIs from BioSNAP, but I also need the feature vectors for the drug nodes. From where can I get data about attributes of the drug?

drug feature vector ddi neural network

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