DIG
DIG copied to clipboard
divelab
A library for graph deep learning research
Congratulations on your NeurIPS 22 paper 'ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs', pretty great work! Could you provide the optimal hyper-parameters for your proposed ComENet...
Hello, I try to use the dig library, but I am unable to use the call function of SubgraphX. The error is that it saves a `list of results`, which...
Hi, There is an error when I tried to train a new model for `PGExplainer`: ` $ /bin/bash ./models/train_gnns.sh`: > AttributeError: 'GCNConv' object has no attribute '\_\_explain__' The error is...
Hello, There are no explanation results saved in [the folder](https://drive.google.com/drive/u/0/folders/1zNm9i1XvAMeZsmvzS1fyeIwpnaU8AkK7). At least folders for gcn explanations are empty when I open them using my google account.
[https://diveintographs.readthedocs.io/en/latest/tutorials/subgraphx.html](url) Hi! when I follow the code example, I find that in step 2: `def check_checkpoints(root='./'): if osp.exists(osp.join(root, 'checkpoints')): return url = ('https://github.com/divelab/DIG_storage/raw/main/xgraph/checkpoints.zip') path = download_url(url, root) extract_zip(path, root) os.unlink(path)...
Hi, my GNN is trained on DGL, it seems your lib does not support this. Is it possible to add this feature? Or you mind providing a quick way to...
Hi does those explanation methods work for Heterogeneous GNN? Suppose my edges have multiple types, will they be able to identify which type is more critical? Thanks.
Hi thanks for sharing the dataset [here](https://github.com/divelab/DIG_storage/blob/main/xgraph/datasets/MUTAG.zip), There are some graphs like 81st that has NO2 but are labeled as 1 (non-mutagen). Is there something that I'm missing? thanks 
The version requirement for captum is **captum==0.2.0**. As version 0.5.0 is already published, is there any specific reason for the strong version requirement in DIG?
Hi, I have tried subgraphx on ba2motif dataset to capture 50% of nodes, it mostly works well but sometimes it didn't like the following image.  here is my subgraphx...