drug-design topic

List drug-design repositories

Jupyter_Dock

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Jupyter Dock is a set of Jupyter Notebooks for performing molecular docking protocols interactively, as well as visualizing, converting file formats and analyzing the results.

OpenChem

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OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research

ProLIF

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Interaction Fingerprints for protein-ligand complexes and more

nevae

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Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019

awesome-drug-pair-scoring

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Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

clinical-trial-outcome-prediction

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benchmark dataset and Deep learning method (Hierarchical Interaction Network, HINT) for clinical trial approval probability prediction, published in Cell Patterns 2022.

DST

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(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)

Scopy

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An integrated negative design python library for desirable HTS/VS database design