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2 changes: 2 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -13,6 +13,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/).

### Removed

- Removed `UPFD` dataset since the google drive source is no longer available. ([#10562](https://github.com/pyg-team/pytorch_geometric/pull/10562))

### Fixed

### Security
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2 changes: 1 addition & 1 deletion examples/README.md
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Expand Up @@ -9,7 +9,7 @@ For a simple GNN based link prediction example, see [`link_pred.py`](./link_pred

For an improved GNN based link prediction approach using Attract-Repel embeddings that can significantly boost accuracy (up to 23% improvement in AUC), see [`ar_link_pred.py`](./ar_link_pred.py). This approach is based on [Pseudo-Euclidean Attract-Repel Embeddings for Undirected Graphs](https://arxiv.org/abs/2106.09671).

To see an example for doing link prediction with an advanced Graph Transformer called [`LPFormer`](https://arxiv.org/abs/2310.11009), see \[`lpformer.py`\].
To see an example for doing link prediction with an advanced Graph Transformer called [`LPFormer`](https://arxiv.org/abs/2310.11009), see [`lpformer.py`](.lpformer.py).

For examples on [Open Graph Benchmark](https://ogb.stanford.edu/) datasets, see the `ogbn_*.py` examples:

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110 changes: 0 additions & 110 deletions examples/upfd.py

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1 change: 0 additions & 1 deletion torch_geometric/datasets/__init__.py
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Expand Up @@ -53,7 +53,6 @@
from .wikipedia_network import WikipediaNetwork
from .heterophilous_graph_dataset import HeterophilousGraphDataset
from .actor import Actor
from .upfd import UPFD
from .github import GitHub
from .facebook import FacebookPagePage
from .lastfm_asia import LastFMAsia
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172 changes: 0 additions & 172 deletions torch_geometric/datasets/upfd.py

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