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giuseppefutia and ylfdq1118 [Tutorial] Update prerequisites of README (#380)
* Update prerequisites of README

* dependencies for pytorch models

* dependencies for mxnet models

* minor
Latest commit 6c3dba8 Feb 12, 2019
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Failed to load latest commit information. [Tutorial] Update prerequisites of README (#380) Feb 12, 2019 [Model] DGMG Training with Batch Size 1 (#161) Nov 22, 2018

Learning Deep Generative Models of Graphs

This is an implementation of Learning Deep Generative Models of Graphs by Yujia Li, Oriol Vinyals, Chris Dyer, Razvan Pascanu, Peter Battaglia.



  • Train with batch size 1: python
  • Train with batch size larger than 1: python


90% accuracy for cycles compared with 84% accuracy reported in the original paper.


On AWS p3.2x instance (w/ V100), one epoch takes ~526s for batch size 1 and takes ~238s for batch size 10.


We would like to thank Yujia Li for providing details on the implementation.