Deep Graph Library

Easy Deep Learning on Graphs

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Keep track of what's new in DGL, such as important bug fixes, new features, new releases, etc.

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Blogs

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Deep learning on graphs is very new direction. We use blogs to introduce new ideas and researches of this area and explains how DGL can support them very easily.

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Discussion

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Got questions? Interested in contributing? or simply want to know what others are playing with? Use our forum for all kinds of discussion.

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Highlighted Features

No Migration Cost

DGL is built atop of popular Deep Learning frameworks such as Pytorch and Apache MXNet.

Smooth Learning Curve

Learning DGL is a blink. The powerful user-defined functions are both flexible and easy to use.

High performance

DGL automatically batches deep neural network training on one or many graphs together to achieve max efficiency.

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