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microsoft/Graphormer

A deep learning package for molecular modeling using graph neural network transformer architectures.

2.5k stars Python Domain AppsML Frameworks
Graphormer
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Graphormer is a general-purpose deep learning backbone designed for molecular modeling tasks. It leverages graph transformer architectures to accelerate AI-driven research in molecule science, including drug discovery and material discovery. The package supports pre-trained models, interfaces with popular graph libraries (PyG, DGL, OGB), and was the winning solution in the Open Catalyst Challenge.

Frequently asked

What is microsoft/Graphormer?
A deep learning package for molecular modeling using graph neural network transformer architectures.
Is Graphormer open source?
Yes — microsoft/Graphormer is open source, released under the MIT license.
What language is Graphormer written in?
microsoft/Graphormer is primarily written in Python.
How popular is Graphormer?
microsoft/Graphormer has 2.5k stars on GitHub.
Where can I find Graphormer?
microsoft/Graphormer is on GitHub at https://github.com/microsoft/Graphormer.

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