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12 changes: 12 additions & 0 deletions README.md
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Expand Up @@ -21,3 +21,15 @@ achieving a new state-of-the-art on four out of five benchmark data sets.

Paper link: https://arxiv.org/pdf/1806.08804.pdf



## Other Implementations
Different implementations of DIFFPOOL can be found in the follwing libraries. Note that the hyperparameters may be different and therefore the results would be different from the paper reported ones.


- *tf_geometric*: [example](https://github.com/CrawlScript/tf_geometric/blob/master/demo/demo_diff_pool.py)
- *Deep Graph Library*: [example](https://github.com/dmlc/dgl/tree/master/examples/pytorch/diffpool).
- *PyTorch Geometric*: [example](https://github.com/rusty1s/pytorch_geometric/blob/master/examples/proteins_diff_pool.py).
- *Spektral*: [doc](https://graphneural.network/layers/pooling/#diffpool)