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- Dortmund, Germany
- https://rusty1s.github.io
- @rusty1s
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snap-stanford/ogb Public
Benchmark datasets, data loaders, and evaluators for graph machine learning
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pytorch_sparse Public
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
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pyg_autoscale Public
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
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Implementation of "Deep Graph Matching Consensus" in PyTorch
4,039 contributions in the last year
Contribution activity
February 2022
Created 22 commits in 4 repositories
Created 1 repository
- rusty1s/class-resolver Python
Created a pull request in cthoyt/class-resolver that received 5 comments
Add ReduceLROnPlateau to torch.lr_scheduler_resolver
The ClassResolver is unable to add torch.optim.lr_scheduler.ReduceLROnPlateau to the resolver because it inherits from object and not torch.optim.l…
Opened 6 other pull requests in 1 repository
Reviewed 18 pull requests in 3 repositories
pyg-team/pytorch_geometric
13 pull requests
- Temporal dataset and data loader
- Add custom metrics and logging options
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Fix
BasicGNNwithreturn_attention_weights=True - Make models compatible to Captum
- Graph Relational Attention
- Implemented Var misuse dataset
- Add RootedSubgraph transform [GNNAsKernel]
- Feat homophily measure
- Update attention.py
- JIT edge update
- Update editable installation command
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Add
fullextras to install command in contribution docs - Adding shapes to layers
rusty1s/pytorch_sparse
3 pull requests
rusty1s/pytorch_scatter
2 pull requests
Created an issue in cthoyt/class-resolver that received 7 comments
Conflict between PyTorch and PyTorch Lightning
Thanks for the package! It looks like there is a conflict between PyTorch and PyTorch Lightning when making use of class_resolver.contrib.torch. Th…
Opened 4 other issues in 2 repositories
pyg-team/pytorch_geometric
3
open
syxu828/Crosslingula-KG-Matching
1
open
Answered 15 discussions in 1 repository
pyg-team/pytorch_geometric
- longer paths in metapath2vec
- Getting an error when trying to use dataloader for hetero link prediction with #4026
- Generating Attention Weights From GATCONV
- Reverse edges for GNN
- Using RandomLinkSplit + NeighborLoader.
- x_r and x_l. What does that stand for?
- How is edge attr is calculatedin PyG?
- Create a large dataset from torch_geometric.data.Dataset
- How to actually do link prediction
- Update function not used anymore in conv?
- Why reset_parameters?
- Points wise importance/attention during points cloud classification
- Convert Superpixel to Mesh data
- Convert Superpixel to Mesh data
- AttributeError: 'Batch' object has no attribute 'xxx'