denovo-design topic

List denovo-design repositories

Deep-Drug-Coder

181
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54
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A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

DockStream

98
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30
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DockStream: A Docking Wrapper to Enhance De Novo Molecular Design

DST

26
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6
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(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)

MIMOSA

24
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5
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MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization (AAAI 21')

RamaNet

47
Stars
9
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Preforms De novo protein design using machine learning and PyRosetta to generate a novel protein structure

REINVENT4

238
Stars
57
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AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.