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feat(ml): graph learning algorithm impl (10+)#102

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simon824 merged 6 commits intoapache:mainfrom
MrJs133:main
Nov 12, 2024
Merged

feat(ml): graph learning algorithm impl (10+)#102
simon824 merged 6 commits intoapache:mainfrom
MrJs133:main

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@MrJs133 MrJs133 commented Oct 29, 2024

This PR is derived from the project of GLCC2024: https://www.gitlink.org.cn/hugegraph/hugegraph/wiki?wiki=graph-ai-2

  1. Read graphs from HugeGraph and convert them to DGL format
  • Convert single graph dataset
  • Convert heterogeneous graph dataset
  1. Implemented 13 graph learning algorithms
  • AGNN, ARMA, APPNP, Cluster-GCN, Correct and Smooth, DAGNN, DeeperGCN, P-GNN, SEAL
  • GATNE, BGRL, CARE-GNN, BGNN

@dosubot dosubot Bot added the size:XXL This PR changes 1000+ lines, ignoring generated files. label Oct 29, 2024
@github-actions github-actions Bot added the ml label Oct 29, 2024
@dosubot dosubot Bot added the enhancement New feature or request label Oct 29, 2024
@imbajin imbajin changed the title glcc-hugegraph-graph-ai-B feat(ml): graph learning algorithm impl (10+) Oct 29, 2024
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simon824 commented Nov 7, 2024

We had better list the algorithms we have implemented in a table within the readme.md

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MrJs133 commented Nov 7, 2024 via email

@simon824 simon824 merged commit 0f609ba into apache:main Nov 12, 2024
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