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gnina/gnina

gnina is a molecular docking program with integrated support for scoring and optimizing ligands using convolutional neural networks.

★1k stars C++ Domain Apps
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gnina is a C++ molecular docking program forked from smina and AutoDock Vina. It uses convolutional neural networks to score and optimize ligands in protein binding sites for structure-based drug discovery. The project publishes its methods in peer-reviewed papers and provides usage examples via a Colab notebook and workshop materials.

Frequently asked

What is gnina/gnina?
gnina is a molecular docking program with integrated support for scoring and optimizing ligands using convolutional neural networks.
Is gnina open source?
Yes — gnina/gnina is open source, released under the Apache-2.0 license.
What language is gnina written in?
gnina/gnina is primarily written in C++.
How popular is gnina?
gnina/gnina has 1k stars on GitHub.
Where can I find gnina?
gnina/gnina is on GitHub at https://github.com/gnina/gnina.

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