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[FEA] Support Link Prediction and Negative Sampling in cuGraph-DGL #50

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@alexbarghi-nv alexbarghi-nv commented Oct 2, 2024

Supports the key functions needed for link prediction and negative sampling in cuGraph-DGL.

Depends on rapidsai/cugraph#4687
Closes rapidsai/cugraph#2753

@alexbarghi-nv alexbarghi-nv changed the base branch from branch-24.10 to branch-24.12 October 18, 2024 16:17
@alexbarghi-nv alexbarghi-nv added breaking Introduces a breaking change feature request New feature or request labels Oct 18, 2024
@alexbarghi-nv alexbarghi-nv self-assigned this Oct 18, 2024
rapids-bot bot pushed a commit to rapidsai/cugraph that referenced this pull request Oct 21, 2024
Support Edge ID lookup in `pylibcugraph`.  Also fixes some bugs in the C API (i.e. lookup table not being cleaned up correctly, container being incorrectly dereferenced as graph).

Verified in rapidsai/cugraph-gnn#50

Authors:
  - Alex Barghi (https://github.com/alexbarghi-nv)

Approvers:
  - Chuck Hastings (https://github.com/ChuckHastings)
  - Seunghwa Kang (https://github.com/seunghwak)
  - Rick Ratzel (https://github.com/rlratzel)

URL: #4687
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This will be pushed to 25.02.

@alexbarghi-nv alexbarghi-nv changed the base branch from branch-24.12 to branch-25.02 November 22, 2024 17:11
@alexbarghi-nv alexbarghi-nv marked this pull request as ready for review November 26, 2024 18:40
@alexbarghi-nv alexbarghi-nv requested a review from a team as a code owner November 26, 2024 18:40
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[FEA] Support DGL NegativeSampler needed for Link Prediction
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