Skip to content

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

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom
Merged
merged 6 commits into from
Nov 12, 2024
Merged

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

merged 6 commits into from
Nov 12, 2024

Conversation

@MrJs133
Copy link
Contributor

@MrJs133 MrJs133 commented Oct 29, 2024 •
edited
Loading

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
@simon824
Copy link
Member

simon824 commented Nov 7, 2024

We had better list the algorithms we have implemented in a table within the readme.md
@MrJs133
Copy link
Contributor Author

MrJs133 commented Nov 7, 2024 via email

@simon824 simon824 merged commit 0f609ba into apache:main Nov 12, 2024
11 checks passed
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

enhancement New feature or request ml size:XXL This PR changes 1000+ lines, ignoring generated files.

2 participants

@MrJs133 @simon824