Docking Score Prediction

  • AL-VS: Large-Scale Pretraining Improves Sample Efficiency of Active Learning-Based Virtual Screening
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  • ChemProp: Evidential Deep Learning for Guided Molecular Property Prediction and Discovery
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  • Conformalpredictor: Rapid Traversal of Ultralarge Chemical Space using Machine Learning Guided Docking Screens (standalone).
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  • DeepDocking: Deep Docking: A Deep Learning Platform for Augmentation of Structure Based Drug Discovery
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  • DeepDockingGUI: Deep docking (DD) is a deep learning-based tool developed to accelerate docking-based virtual screening (standalone).
    Code Last Commit Publication
  • HASTEN: Machine Learning Boosted Docking (HASTEN): An Open‐source Tool To Accelerate Structure‐based Virtual Screening Campaigns
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  • molpal: Molecular Pool-based Active Learning
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  • PyRMD2Dock: Streamlining Large Chemical Library Docking with Artificial Intelligence: the PyRMD2Dock (and PyRMD) (ultralarge screening - 2023) (standalone).
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  • RAD: Retrieval Augmented Docking (standalone, 2024).
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