/tools/DeepAffinity

DeepAffinity

Shen-Lab/DeepAffinity

153 stars31 forksPythonAdded February 4, 2026
summary

DeepAffinity is a deep learning model that predicts the affinity between proteins and compounds by integrating recurrent and convolutional neural networks. It utilizes both labeled and unlabeled data to enhance prediction accuracy and interpretability in drug discovery.

description

Protein-compound affinity prediction through unified RNN-CNN

topics

drug-discoveryinterpretable-deep-learningsemi-supervised-learningattention-mechanismprotein

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