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    19 repositories

    • MetaPhysiCa

      Public
      Python
      •0•6•1•0•Updated Apr 2, 2024Apr 2, 2024

    • ISDEA

      Public
      Double Permutation Equivariance for Knowledge Graph Completion
      Python
      •
      MIT License
      •3•6•1•0•Updated Dec 14, 2023Dec 14, 2023

    • reducing-overconfidence

      Public
      Code used for the paper "Reducing Classifier Overconfidence Against Adversaries through Graph Algorithms"
      Apache License 2.0
      •0•0•0•0•Updated Mar 7, 2023Mar 7, 2023

    • size-invariant-GNNs

      Public
      Size-Invariant Graph Representations for Graph Classification Extrapolations (ICML 2021 Long Talk)
      causalityinvarianceout-of-distributionsubgraphsgraph-neural-networks
      Python
      •
      MIT License
      •1•22•0•0•Updated Jan 26, 2023Jan 26, 2023

    • reconstruction-gnns

      Public
      Python
      •1•7•0•0•Updated Jan 8, 2022Jan 8, 2022

    • Ripple

      Public
      Ripple: MCMC for Large State Spaces with an Application to Subgraph Count Estimation
      C++
      •1•0•0•0•Updated Apr 6, 2021Apr 6, 2021

    • NN_CGInvariance

      Public
      Python
      •0•1•0•0•Updated Mar 17, 2021Mar 17, 2021

    • minds-mhm-gnn

      Public
      Python
      •0•1•0•0•Updated Oct 21, 2020Oct 21, 2020

    • DeepLifetimeClustering

      Public
      Python
      •0•6•0•0•Updated Aug 10, 2020Aug 10, 2020

    • CLGNN

      Public
      Python
      •1•1•0•0•Updated Apr 8, 2020Apr 8, 2020

    • Equivalence

      Public
      Equivalence Between Structural Representations and Positional Node Embeddings
      Jupyter Notebook
      •7•21•0•0•Updated Feb 20, 2020Feb 20, 2020

    • GNNsMiscalibrated

      Public
      Python
      •
      Apache License 2.0
      •1•17•0•0•Updated Oct 29, 2019Oct 29, 2019

    • HATS

      Public
      HATS: A Hierarchical Sequence-Attention Framework for Inductive Set-of-Sets Embeddings
      Python
      •
      Apache License 2.0
      •3•4•0•0•Updated Aug 6, 2019Aug 6, 2019

    • RelationalPooling

      Public
      Python
      •8•35•0•0•Updated Jun 10, 2019Jun 10, 2019

    • JanossyPooling

      Public
      Python
      •
      Apache License 2.0
      •5•26•0•0•Updated Dec 29, 2018Dec 29, 2018

    • serviceScalingPred

      Public
      Python
      •0•0•0•0•Updated Nov 19, 2018Nov 19, 2018

    • SAGA

      Public
      Code for PEGASAS Project 5: Safety Analysis for General Aviation (SAGA)
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Sep 17, 2018Sep 17, 2018

    • SPNN

      Public
      C++
      •
      Apache License 2.0
      •3•5•0•0•Updated Jun 29, 2018Jun 29, 2018

    • MCLV-RBM

      Public
      From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets
      Python
      •
      Apache License 2.0
      •1•4•0•0•Updated Mar 8, 2018Mar 8, 2018