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    54 repositories

    • GOOD

      Public
      GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]
      pytorch-geometricdistribution-shiftout-of-distribution-generalizationinvariant-learninggraph-ooddeep-learningpytorchgraph-neural-networks
      Python
      •
      GNU General Public License v3.0
      •19•185•1•0•Updated Nov 9, 2024Nov 9, 2024

    • AIRS

      Public
      Artificial Intelligence Research for Science (AIRS)
      Python
      •
      GNU General Public License v3.0
      •60•518•3•0•Updated Nov 5, 2024Nov 5, 2024

    • LECI

      Public
      The implementation of "Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization" (NeurIPS 2023)
      deep-learningpytorchgraph-neural-networkspytorch-geometricout-of-distribution-generalizationgraph-out-of-distriubion
      Python
      •
      GNU General Public License v3.0
      •1•18•0•0•Updated Nov 4, 2024Nov 4, 2024

    • ATTA

      Public
      Active Test-Time Adaptation: Theoretical Analyses and An Algorithm [ICLR 2024]
      active-learningdomain-adaptationtest-time-adaptationactive-test-time-adaptation
      Python
      •
      GNU General Public License v3.0
      •2•16•0•0•Updated Nov 4, 2024Nov 4, 2024

    • MFA

      Public
      Official code repository of paper Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency.
      Jupyter Notebook
      •
      MIT License
      •0•14•0•0•Updated Sep 26, 2024Sep 26, 2024

    • DIG

      Public
      A library for graph deep learning research
      deep-learningexplainable-mlself-supervised-learning3d-graphgraph-neural-networkgraph-generation
      Python
      •
      GNU General Public License v3.0
      •283•1.9k•34•3•Updated Jul 15, 2024Jul 15, 2024

    • ForgetNet

      Public
      0•2•0•0•Updated Mar 30, 2024Mar 30, 2024

    • DIG_storage

      Public
      Save data or other files for DIG library usage
      4•10•1•0•Updated Jan 19, 2024Jan 19, 2024

    • GraphBP

      Public
      Official implementation of "Generating 3D Molecules for Target Protein Binding" [ICML2022 Long Presentation]
      Python
      •
      GNU General Public License v3.0
      •24•103•0•0•Updated Jul 20, 2023Jul 20, 2023

    • RMwGGIS

      Public
      Official implementation of "Gradient-Guided Importance Sampling for Learning Binary Energy-Based Models" [ICLR2023]
      Python
      •0•9•1•0•Updated Jan 31, 2023Jan 31, 2023

    • AEANets

      Public
      AEANets
      Python
      •
      GNU General Public License v2.0
      •0•4•0•0•Updated Oct 14, 2022Oct 14, 2022

    • DeeperGNN

      Public
      Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
      Python
      •
      GNU General Public License v3.0
      •33•69•0•0•Updated Oct 11, 2022Oct 11, 2022

    • Non-Local-GNN

      Public
      Official implementation of "Non-Local Graph Neural Networks" [TPAMI]
      Python
      •
      GNU General Public License v3.0
      •2•21•0•0•Updated Jul 1, 2022Jul 1, 2022

    • divelab

      Public
      0•1•0•0•Updated Jun 22, 2022Jun 22, 2022

    • DrugOOD

      Public
      OOD Dataset Curator and Benchmark for AI-aided Drug Discovery
      Python
      •
      Other
      •22•1•0•0•Updated May 20, 2022May 20, 2022

    • MoleculeX

      Public
      Python
      •
      GNU General Public License v3.0
      •26•161•6•0•Updated Feb 28, 2022Feb 28, 2022

    • Neighbor2Seq

      Public
      Official implementation of "Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors to Sequences" [SDM2022]
      Python
      •
      GNU General Public License v3.0
      •0•9•0•0•Updated Feb 8, 2022Feb 8, 2022

    • wsdmcup2022

      Public
      wsdmcup2022
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Jan 22, 2022Jan 22, 2022

    • DGML-master

      Public
      Python
      •1•1•0•0•Updated Sep 2, 2021Sep 2, 2021

    • MoleculeKit

      Public
      0•1•0•0•Updated May 29, 2021May 29, 2021

    • LGLP

      Public
      Python
      •
      GNU General Public License v3.0
      •10•17•0•0•Updated Mar 29, 2021Mar 29, 2021

    • GVTNets

      Public
      Global Voxel Transformer Networks (GVTNets)
      Python
      •
      GNU General Public License v3.0
      •4•9•0•0•Updated Mar 25, 2021Mar 25, 2021

    • Noise2Same

      Public
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •15•63•2•0•Updated Feb 21, 2021Feb 21, 2021

    • cleftnet

      Public
      cleftnet
      0•2•0•0•Updated Dec 22, 2020Dec 22, 2020

    • sensors

      Public
      Python
      •0•1•0•0•Updated Sep 13, 2020Sep 13, 2020

    • gunet

      Public
      Pytorch implementation of Graph U-Nets (ICML19)
      Python
      •
      GNU General Public License v3.0
      •101•10•0•0•Updated Jun 16, 2020Jun 16, 2020

    • lgcn

      Public
      Python
      •
      GNU General Public License v3.0
      •65•136•4•0•Updated Jun 16, 2020Jun 16, 2020

    • sopool

      Public
      Second-Order Pooling for Graph Neural Networks
      Python
      •
      GNU General Public License v3.0
      •8•15•0•0•Updated Jun 4, 2020Jun 4, 2020

    • Non-local-U-Nets

      Public
      Non-local U-Nets for Biomedical Image Segmentation
      Python
      •
      GNU General Public License v3.0
      •97•105•0•0•Updated May 11, 2020May 11, 2020

    • 3dem

      Public
      Code for Cremi Task
      0•2•0•0•Updated May 3, 2020May 3, 2020