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Expose CuGraph Taobao example through readme #10083

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@puririshi98 puririshi98 commented Feb 28, 2025

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Comment on lines 7 to 8
### Examples with CuGraph

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@akihironitta akihironitta Mar 1, 2025

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Suggested change
### Examples with CuGraph
### Examples with CuGraph
[cuGraph](https://github.com/rapidsai/cugraph) is a collection of packages focused on GPU-accelerated graph analytics including support for property graphs and remote operations. cuGraph supports the creation and manipulation of graphs followed by the execution of scalable fast graph algorithms.
[cuGraph GNN](https://github.com/rapidsai/cugraph-gnn) is a collection of GPU-accelerated plugins that support PyTorch and PyG natively via cuGraph GNN's subpackage `cugraph_pyg`. cuGraph GNN is built on top of cuGraph, leveraging its low-level [pylibcugraph](https://github.com/rapidsai/cugraph/python/pylibcugraph) API and C++ primitives for sampling and other GNN operations ([libcugraph](https://github.com/rapidai/cugraph/python/libcugraph)).

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@akihironitta akihironitta Mar 1, 2025

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Added this description because, as a user, I often get confused about the naming (e.g., cugraph, cugraph-gnn, cugraph_pyg, pylibcugraph, libcugraph, etc).

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@akihironitta akihironitta Mar 1, 2025

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@alexbarghi-nv Mind helping me write a quick description of cuGraph libraries here? I had a look at cuGraph and cuGraph GNN repos and copied some from them, but some links are outdated.

I just want PyG users to know what cuGraph is about and what it provides so that they can start trying it out, rather than ignoring cuGraph and going straight to pure PyTorch scripts.

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