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Accenture / AmpliGraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Apache License 2.0
2.16k stars 250 forks source link

Implementations of more models? #254

Closed Hao-666 closed 3 years ago

Hao-666 commented 3 years ago

Hi, I am wondering could this library provide implementations of more models like TransR, RotatE etc.? The implemented models now seem a little bit limited and therefore the comparison between more models cannot be conducted in it. This library is handy and awesome, really want to conduct tasks in it:). Thanks.

sumitpai commented 3 years ago

We have an implementation of RotatE on a branch (feature/8), however, since with our implementation, we couldnt reproduce the performance as reported in the paper we have not merged it with master.

Hao-666 commented 3 years ago

Hi @sumitpai

Thanks for your reply. So are the implementations of more models in the plan?

sumitpai commented 3 years ago

None for now. We have not come across any new models which show considerable performance improvements on the standard datasets.

Do you have any suggestions and reason to include them? When we plan to add more, we will definitely consider them.

Hao-666 commented 3 years ago

@sumitpai I see. Thanks.

Not actually, just wondering :)