Support for graph isomorphism network (GIN) for graph classification

dmlc / dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

http://dgl.ai

Apache License 2.0

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Support for graph isomorphism network (GIN) for graph classification #3006

Closed nashid closed 3 years ago

nashid commented 3 years ago

🚀 Feature

Motivation

I am wondering whether there are plans to include any of the following models:

[1] Xu et al. How Powerful are Graph Neural Networks?, ICLR 2019. [2] Veronika Thost and Jie Chen. Directed acyclic graph neural networks. In ICLR, 2021.

Implementation is here: https://github.com/IBM/Project_CodeNet/tree/main/model-experiments/gnn-based-experiments

jermainewang commented 3 years ago

Hi, please checkout the repo of Benchmark GNNs: https://github.com/graphdeeplearning/benchmarking-gnns. They have GIN implementation for graph classification.