Repositories list

• FastGraph

  Public
  A Sparse Matrix Library

  C++

  •0•0•1•0•Updated Nov 1, 2024Nov 1, 2024

• iSpLib

  Public
  Sparse Graph Learning Library

  Python

  •

  MIT License

  •0•2•0•0•Updated Oct 25, 2024Oct 25, 2024

• DistGraph

  Public
  This repository contains the implementation of the Distributed Memory Algorithms Graph Analytics Applications In 1D Grid

  C++

  •0•0•0•0•Updated Sep 10, 2024Sep 10, 2024

• MMR-GNN_Dev

  Public
  Pipeline for development of MMR-GNN including all experiments and analysis'

  Python

  •

  MIT License

  •0•0•0•0•Updated Jun 26, 2024Jun 26, 2024

• torch_geometric

  Public
  Edits to the PyTorch Geometric Library

  Python

  •0•0•0•0•Updated Jun 15, 2024Jun 15, 2024

• torch

  Public
  Additions to PyTorch Library

  Python

  •0•0•0•0•Updated Jun 15, 2024Jun 15, 2024

• MMR-GNN

  Public
  Official repository for "Multi-Modal Recurrent Graph Neural Networks for Spatiotemporal Forecasting" accepted by PAKDD 2024.

  Python

  •

  MIT License

  •0•1•0•0•Updated Jun 13, 2024Jun 13, 2024

• GNNShap

  Public
  [The Web Conference 2024] GNNShap: Scalable and Accurate GNN Explanation using Shapley Values

  Python

  •

  GNU General Public License v3.0

  •5•24•0•0•Updated Mar 5, 2024Mar 5, 2024

• DRPT

  Public
  This repository contains the implementation of Distributed Memory Algorithms to Construct K- Nearest Neighbor Graphs

  C++

  •

  Apache License 2.0

  •1•0•0•0•Updated Nov 17, 2023Nov 17, 2023

• HydroLearn

  Public
  Python

  •

  MIT License

  •1•2•0•0•Updated Jul 27, 2023Jul 27, 2023

• FusedMM

  Public
  Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"

  graph-visualizationgraph-mininggraph-machine-learning+ 6shared-memory-parallelgraph-embeddinggraph-neural-netowrksgeneral-purpose-libraryfused-kernelgraph-learning-kernel

  C

  •5•28•0•0•Updated Aug 12, 2022Aug 12, 2022

• Force2Vec

  Public
  Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"

  graph-visualizationlink-predictiongraph-clustering+ 5graph-embeddingnode-classificationgraph-representation-learningscalable-graph-embeddingnetwork-embedding

  Python

  •9•12•0•0•Updated May 30, 2022May 30, 2022

• MarkovGNN

  Public
  PyTorch-Geometric Implementation of MarkovGNN method published in Graph Learning@WWW 2022 titled "MarkovGNN: Graph Neural Networks on Markov Diffusion"

  node-classificationgraph-learninggraph-representation-learning+ 1graph-neural-networks

  Python

  •3•15•0•0•Updated Feb 8, 2022Feb 8, 2022

• GNNfam

  Public
  Sparsification and GraphSage on Biology data

  Python

  •0•2•0•0•Updated May 28, 2021May 28, 2021