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gemnet_pytorch
gemnet_pytorch PublicGemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)
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pprgo_pytorch
pprgo_pytorch PublicPPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)
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pprgo_tensorflow
pprgo_tensorflow PublicPPRGo model in TensorFlow 1, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)
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synthetic_coordinates
synthetic_coordinates PublicSynthetic coordinates for GNNs, as proposed in "Directional Message Passing on Molecular Graphs via Synthetic Coordinates" (NeurIPS 2021)
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dbu-robustness
dbu-robustness PublicEvaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)
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Repositories
- gemnet_pytorch Public
GemNet model in PyTorch, as proposed in "GemNet: Universal Directional Graph Neural Networks for Molecules" (NeurIPS 2021)
TUM-DAML/gemnet_pytorch’s past year of commit activity - synthetic_coordinates Public
Synthetic coordinates for GNNs, as proposed in "Directional Message Passing on Molecular Graphs via Synthetic Coordinates" (NeurIPS 2021)
TUM-DAML/synthetic_coordinates’s past year of commit activity - dbu-robustness Public
Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)
TUM-DAML/dbu-robustness’s past year of commit activity - pprgo_tensorflow Public
PPRGo model in TensorFlow 1, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)
TUM-DAML/pprgo_tensorflow’s past year of commit activity
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