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Can you please make an end-to-end example of a heterogeneous link prediction task using most of high level dgl features?

Open Jeriousman opened this issue 3 years ago • 1 comments

🚀 Feature

I wish you can make an example of a link prediction task using most of high level dgl features including EdgeDataLoader, heterogeneous data, dgl built in convlayers (not novel convs)? Altogether, end-to-end heterogeneous link prediction task using EdgeDataLoader and DGL convs

Motivation

Now there are link prediction examples in example folder, but they either dont use EdgeDataLoader (because maybe dataset is small enough), or make their own MGFs. With user guide, it is not an end-to-end but snippets of relevant code. And heterogeneous graph link prediction must have a few lines of code to adjust, but mostly in example of DGL, it is only for hetero node classification. There is no single end to end hetero link pred example using EdgeDataLoader and extensive only DGL builtin simple model to be intuitive for all.

So I suggest to make one as above, end-to-end heterogeneous link prediction task example using EdgeDataLoader and DGL convs

Alternatives

Pitch

Additional context

Jeriousman avatar Feb 16 '22 05:02 Jeriousman

I am also looking for such an end to end example. Do we have one? Please help. Thanks!

tsuresh83 avatar Sep 08 '24 19:09 tsuresh83