rusty1s

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Matthias Fey rusty1s

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Creator of PyG (PyTorch Geometric) - Founding Engineer @ kumo.ai - PhD from TU Dortmund University - Interested in Graph Representation Learning

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rusty1s/README.md

Founding Engineer 🤓 @ kumo.ai - PhD from TU Dortmund University

👨🏼‍💻 I love coding and learning new things
🤩 I'm interested in

Pinned

pyg-team/pytorch_geometric Public

Graph Neural Network Library for PyTorch

Python 17.9k 3.3k
snap-stanford/ogb Public

Benchmark datasets, data loaders, and evaluators for graph machine learning

Python 1.7k 397
pytorch_scatter Public

PyTorch Extension Library of Optimized Scatter Operations

Python 1.3k 158
pytorch_sparse Public

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Python 837 140
pyg_autoscale Public

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

Python 148 23
deep-graph-matching-consensus Public

Implementation of "Deep Graph Matching Consensus" in PyTorch

Python 238 45

5,066 contributions in the last year

Learn how we count contributions

Activity overview

Contributed to pyg-team/pytorch_geometric, pyg-team/pyg-lib, rusty1s/pytorch_sparse and 14 other repositories

Contribution activity

June 2023

Created 52 commits in 3 repositories

Created a pull request in pyg-team/pytorch_geometric that received 1 comment

Update the documentation of `GraphMaskExplainer`

+92 −42 • 1 comment

Opened 20 other pull requests in 2 repositories

pyg-team/pytorch_geometric 19 merged

rusty1s/pytorch_sparse 1 merged

Fix empty edge indices handling Jun 5

Reviewed 44 pull requests in 6 repositories

pyg-team/pytorch_geometric 25 pull requests

Add partitioning for distributed training Jun 16
Implementation of Directed Graph Neural Networks (Dir-GNN) Jun 15
Added edge_index property to TemporalData Jun 14
feat(docker): bump version in Dockerfile Jun 14
Correctly move data to device in GraphSAGE example Jun 13
adding backwards to dense_diff_pool benchmark Jun 13
Add an example PMLP on Cora dataset Jun 12
Allow GPU inference in BasicGNN Jun 12
topk benchmark Jun 12
dense_diff_pool benchmark Jun 12
Add a num_nodes parameter to the HypergraphConv layer Jun 12
Add dim size parameter to the EquilibriumAggregation layer potential function Jun 12
Add LocalFeatureStore and LocalGraphStore helper initializations Jun 12
Implementing Neural Fingerprint from Duvenaud et al. Jun 12
Remove python fallbacks in voxel_grid Jun 7
Use repeat instead of new_full to avoid graph breaks in to_dense_batch Jun 7
Add max_num_nodes parameter to the constructor of EquilibriumAggregation layer Jun 7
Add usage of disable_dynamic_shape decorator in aggregation layers Jun 7
Fix for NeighborSampler for mag240m Jun 7
Ensure data is on the same device in knn_graph Jun 7
Add max_num_elements parameter to the forward method of aggregation layers Jun 6
Enable trim_to_layer with hetero CSR flow Jun 5
Add NodeEncoder from the GraphMixer paper Jun 5
Fix typo in documentation Jun 4
Introduce disable_dynamic_shapes experimental flag; adding its use into to_dense_batch function Jun 4
Some pull request reviews not shown.

rusty1s/pytorch_scatter 2 pull requests

snap-stanford/ogb 1 pull request

Remove torch_scatter dependecy Jun 10

pyg-team/pyg-lib 1 pull request

optmization for threadblock count suggested by CUTLASS team Jun 7

rusty1s/pytorch_sparse 1 pull request

Fix cmake abosule paths in build interface Jun 4

pytorch/pytorch 1 pull request

Add SparseCsrCPU and SparseCsrCUDA dispatch to sum.dim_IntList Jun 2

Answered 6 discussions in 1 repository

pyg-team/pytorch_geometric

Direct Message Passing along Edges
This contribution was made on Jun 17
LinkNeighborLoader error in cuda
This contribution was made on Jun 15
Question about Sampling Multiple Edge Types Simultaneously in Heterogeneous Graphs using PyG
This contribution was made on Jun 12
Graphgym config cfg.train.auto_resume not working?
This contribution was made on Jun 9
Creating an InMemoryDataset with HeteroData
This contribution was made on Jun 6
DataLoader shuffle affects loss and accuracy on evaluation
This contribution was made on Jun 1

94 contributions in private repositories Jun 1 – Jun 16