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aurora-xin May 21, 2022
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aurora-xin May 24, 2022
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27 changes: 27 additions & 0 deletions examples/diffpool/README.md
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# Differentiable Pooling

- Paper link: [https://arxiv.org/abs/1806.08804]( https://arxiv.org/abs/1806.08804)
- Author's code repo: [https://github.com/RexYing/diffpool](https://github.com/RexYing/diffpool). Note that the original code is
implemented with Pytorch for the paper.

# Dataset Statics

| Dataset | # Graphs | # Edges | # Avg of graph size |
|---------|----------|---------|---------------------|
| syn1v2 | 1000 | 181067 | 49.23 |
| D&D | 1168 | 789819 | 268.70 |
| ENZYMES | 600 | 37282 | 32.46 |

Results
-------

```bash
python diffpool_trainer.py --dataset syn1v2 --num_pool 1 --epochs 50
python diffpool_trainer.py --bmname DD
```

| Dataset | Paper | Our(pytorch) | Our(tf) |
|---------|-------|--------------|---------|
| syn1v2 | - | 0.80 | |
| D&D | 81.15 | 79.31 | |
| ENZYMES | 64.23 | | |
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