Skip to content

@GNN2QSU GNN

Change the repository type filter

All

    Repositories list

    285 repositories

    • galileo

      Public
      Galileo library for large scale graph training by JD
      Python
      •
      Apache License 2.0
      •33•0•0•0•Updated Dec 22, 2021Dec 22, 2021

    • GRecX

      Public
      An Efficient and Unified Benchmark for GNN-based Recommendation.
      Python
      •
      GNU General Public License v3.0
      •11•0•0•0•Updated Nov 24, 2021Nov 24, 2021

    • graph_classification-1

      Public
      Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels
      Jupyter Notebook
      •
      MIT License
      •6•0•0•0•Updated Aug 11, 2021Aug 11, 2021

    • tf_geometric

      Public
      Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x
      Python
      •
      GNU General Public License v3.0
      •92•0•0•0•Updated Aug 9, 2021Aug 9, 2021

    • Spectral-Clustering-4

      Public
      Spectral clustering for image segmentation and graph partition.
      Jupyter Notebook
      •
      Creative Commons Zero v1.0 Universal
      •1•0•0•0•Updated Aug 6, 2021Aug 6, 2021

    • DIG

      Public
      A library for graph deep learning research
      Python
      •
      GNU General Public License v3.0
      •283•0•0•0•Updated Aug 6, 2021Aug 6, 2021

    • pygkernels

      Public
      Graphs clustering using kernel measures and estimators. Kernel KMeans, Spectral Clustering, Kernel Ward etc.
      Python
      •
      MIT License
      •7•0•0•0•Updated Aug 4, 2021Aug 4, 2021

    • graphtransformer

      Public
      Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
      Python
      •
      MIT License
      •139•0•0•0•Updated Jul 27, 2021Jul 27, 2021

    • lsbm

      Public
      Latent structure blockmodels for Bayesian spectral graph clustering
      Python
      •
      MIT License
      •1•0•0•0•Updated Jul 19, 2021Jul 19, 2021

    • super-pixels

      Public
      Code for our paper: Superpixel-based Domain-Knowledge Infusion in Computer Vision (ESANN '21) https://arxiv.org/abs/2105.09448
      Python
      •
      MIT License
      •3•0•0•0•Updated Jul 11, 2021Jul 11, 2021

    • daunet

      Public
      DAUNet: Deep Augmented Neural Network for Pavement Crack Segmentation
      Python
      •2•0•0•0•Updated Jul 4, 2021Jul 4, 2021

    • BSD-GCN

      Public
      The tensorflow code of the paper"Dual-Graph Convolutional Network Based on Band Attention and Sparse Constraint for Hyperspectral Band Selection"
      Python
      •2•0•0•0•Updated Jul 1, 2021Jul 1, 2021

    • GC-SAN

      Public
      An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.
      Python
      •16•0•0•0•Updated Jul 1, 2021Jul 1, 2021

    • image_compression_and_spectral_clustering

      Public
      Implementation of spatial-distance-based clustering techniques to perform image compression and spectral clustering to build groups based on graph/connectivity.
      Jupyter Notebook
      •0•0•0•0•Updated Jun 29, 2021Jun 29, 2021

    • mushroom-graph-clustering

      Public
      Spectral graph clustering of a dataset of mushrooms
      MATLAB
      •1•0•0•0•Updated Jun 23, 2021Jun 23, 2021

    • DAGCN

      Public
      Dual Attention Graph Convolutional Network
      Python
      •
      MIT License
      •22•0•0•0•Updated Jun 10, 2021Jun 10, 2021

    • Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling

      Public
      Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"
      Python
      •
      MIT License
      •49•0•0•0•Updated Jun 8, 2021Jun 8, 2021

    • graph-clustering-1

      Public
      Graph clustering project using Markov clustering algorithm, K-medoid algorithm, Spectral algorithm with GUI PyQt5
      Python
      •1•0•0•0•Updated Jun 5, 2021Jun 5, 2021

    • Spectral-Clustering-with-Graph-Neural-Networks

      Public
      Spectral Clustering with Graph Neural Networks for Graph Pooling
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 2, 2021Jun 2, 2021

    • GAT-MNIST

      Public
      GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification
      Jupyter Notebook
      •3•0•0•0•Updated May 21, 2021May 21, 2021

    • tf-gnn-samples

      Public
      TensorFlow implementations of Graph Neural Networks
      Python
      •
      MIT License
      •226•0•0•0•Updated Apr 9, 2021Apr 9, 2021

    • TransGAN

      Public
      [Preprint] "TransGAN: Two Transformers Can Make One Strong GAN", Yifan Jiang, Shiyu Chang, Zhangyang Wang
      Python
      •202•0•0•0•Updated Feb 16, 2021Feb 16, 2021

    • pytorch-GAT

      Public
      My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
      Jupyter Notebook
      •
      MIT License
      •336•0•0•0•Updated Feb 12, 2021Feb 12, 2021

    • GCATSL

      Public
      Graph Contextualized Attention Network for Predicting Synthetic Lethality in Human Cancers
      Python
      •
      MIT License
      •2•0•0•0•Updated Feb 9, 2021Feb 9, 2021

    • GraphGym

      Public
      Platform for designing and evaluating Graph Neural Networks (GNN)
      Jupyter Notebook
      •
      Other
      •188•0•0•0•Updated Feb 7, 2021Feb 7, 2021

    • ogb

      Public
      Benchmark datasets, data loaders, and evaluators for graph machine learning
      Python
      •
      MIT License
      •403•0•0•0•Updated Feb 2, 2021Feb 2, 2021

    • Awesome-Graph-Contrastive-Learning

      Public
      Collection of resources related with Graph Contrastive Learning.
      GNU General Public License v3.0
      •5•0•0•0•Updated Feb 2, 2021Feb 2, 2021

    • setr-pytorch

      Public
      Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
      Python
      •
      MIT License
      •30•0•0•0•Updated Jan 27, 2021Jan 27, 2021

    • Graph-Signal-Processing-Spectral-Clustering

      Public
      Graph Signal Processing and Spectral Clustering
      Python
      •1•0•0•0•Updated Jan 24, 2021Jan 24, 2021

    • cugraph

      Public
      cuGraph - RAPIDS Graph Analytics Library
      Jupyter Notebook
      •
      Apache License 2.0
      •312•0•0•0•Updated Jan 21, 2021Jan 21, 2021