Matthias Fey
GPU Software @ NVIDIA - Creator of PyG (PyTorch Geometric) - Founding Engineer @ Kumo.AI - PhD @ TU Dortmund University - Graph…
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About
Matthias Fey works in ML & data science and AI engineering, based in Dortmund, Germany (NVIDIA). GPU Software @ NVIDIA - Creator of PyG (PyTorch Geometric) - Founding Engineer @ Kumo.AI - PhD @ TU Dortmund University - Graph Representation Learning. Public projects on GitHub include Pytorch Scatter (PyTorch Extension Library of Optimized Scatter Operations), Pytorch Sparse (PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations) and Pytorch Cluster (PyTorch Extension Library of Optimized Graph Cluster Algorithms), mostly written in Python, C++ and JavaScript.
Projects 6
Pytorch Scatter
PyTorch Extension Library of Optimized Scatter Operations
github.comPytorch Sparse
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
github.comPytorch Cluster
PyTorch Extension Library of Optimized Graph Cluster Algorithms
github.comPytorch Spline Conv
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
github.comDeep Graph Matching Consensus
Implementation of "Deep Graph Matching Consensus" in PyTorch
github.comPyg Autoscale
Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
github.com