dgl-ke

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will dgl.heterograph be supported

4

Thanks for your team's good work. But it's a pity that dgl-ke does not support dgl.heterograph. Do your team has a plan to support dgl 0.7? It will help us...

SsrCode

Upgrade DGL dependency

2

Hello, Thank you for the great work on this library. Currently it is my understanding that `dgl-ke` depends on a pinned version of the DGL backend (0.4.3). This unfortunately also...

guillaume-be

Add Python API

15

The Python API is convenient for many use cases. It allows more customization and is very friendly for Jupyter Notebook users.

zheng-da

In the triplet data loaders (utils.py:load_triplet_data and utils.py:load_raw_triplet_data) the imported data must be forced to be of type int64, to ensure that torch tensors are always long. Otherwise torch may...

TobiasMadsenQiagen

Can DGL_KE models be implemented on dynamic knowledge graphs?

1

Hello, I am trying to implement a dynamic knowledge graph (with the date as a property of the edges) on Trans-E. However, I can't find any paper that used DGL_KE...

Maristela-de-Jesus

*Description of changes:* There was a typo in the title of the page By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution,...

TudorAndrei

Issues with dglke_emb_sim

3

Hi, I would like to find the similarity scores of TransE, and I am finding the same error as this one [https://github.com/awslabs/dgl-ke/issues/160](url) ``` !DGLBACKEND=pytorch dglke_emb_sim --model_path ./wikimedia/TransE_l2_wikimedia_0/ \ --format 'h_*_*'...

Maristela-de-Jesus

The notebook for Link Prediction for custom KG won't work

1

I was trying the example "Knowledge Graph Embedding using the Wikimedia knowledge graph." and given that WikiMedia is a heterogeneous graph, the current notebook wont work since the EdgeSampler is...

riaz

Error during Model Prediction

11

I trained a TransE model and ran the following code snippet for the model prediction - **DGLBACKEND=pytorch dglke_predict --model_path ckpts/TransE_l1_JapEnc_2/ \ --format '*_r_t' --data_files data/rel.list data/tail.list \ --score_func logsigmoid --exec_mode...

sourav1312

TypeError: __init__() got an unexpected keyword argument 'chunk_size'

4

I'm trying to run the training on FB15k dataset and I encountered this error. It would be great help if anyone could tell me what is going wrong here. Command:...

Kumari1302