graph-neural-networks-for-graph-classification

Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification

Stars

68

Forks

21

Language

Python

Last Updated

Jan 17, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 36 PyG (a geometric extension library for PyTorch) implementation of several Graph Neural Networks (GNNs): GCN, … Jun 23, 2022
Python 110 Pytorch implementation of "Graph Convolutional Networks for Text Classification" Jul 18, 2022
Python 10 [SDM22] PyTorch implementation for "Neural Graph Matching for Pre-training Graph Neural Networks". Jun 29, 2022
Python 367 GraphGallery is a gallery for benchmarking Graph Neural Networks (GNNs). Aug 10, 2022
None 731 🟠 A recipe to study Graph Neural Networks (GNNs) Aug 22, 2022
Jupyter Notebook 54 Official code of "Towards Multi-Grained Explainability for Graph Neural Networks" (NeurIPS 2021) + Pytorch Implementation … Apr 26, 2023
None 3 Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN. Feb 04, 2023
Python 3 Implementation for Master's Thesis "Malware Classification in Heterogeneous Graph Databases using Graph Neural Networks" Apr 16, 2023
Python 96 Variational Graph Recurrent Neural Networks - PyTorch May 02, 2023
Python 227 Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch Aug 05, 2022
Python 57 Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020] Aug 14, 2022
C++ 18 PyTorch implementation of "Scalable Graph Neural Networks via Bidirectional Propagation" Jul 21, 2022
Python 13 Distributed PyTorch implementation of multi-headed graph convolutional neural networks Apr 13, 2023
Python 92 Convolutional Neural Networks for Sentence Classification in PyTorch Oct 16, 2022
Python 2 Python package for using graph neural networks (GNNs) to model time-series data Jun 27, 2023
Python 4 Variational Neural Networks Pytorch implementation Mar 11, 2023
Python 4 Pytorch implementation of "Very Deep Graph Neural Networks via Noise Regularisation" Aug 09, 2022
Jupyter Notebook 22 Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels Jul 18, 2022
Python 240 PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019." Sep 12, 2022
Jupyter Notebook 6 Graph convolutional neural networks for multi-layer image classification. Apr 22, 2023
Python 27 Bioinformatics 2020: Graph Neural Networks for DNA Sequence Classification Feb 22, 2023
Python 82 ECML 2019: Graph Neural Networks for Multi-Label Classification Apr 12, 2023
Python 12 Code behind blog post deploying Graph Neural Networks (GNNs) for Monitoring Supply Chain Risk Apr 20, 2023
Jupyter Notebook 2 Improving Multi-Label Classification with Graph Neural Networks May 04, 2023
Python 92 Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to … May 20, 2023
Jupyter Notebook 2 Image Classification using Convolutional Neural Networks in PyTorch May 17, 2022
Python 36 Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch) Apr 27, 2023
Python 18 PyTorch implementation of Graph Attention Networks Jan 09, 2023
Python 50 A Complete PyTorch 1.0 Implementation of Gated Graph Sequence Neural Networks (GGNN) Mar 03, 2023
Python 18 A PyTorch implementation of "Backdoor Attacks to Graph Neural Networks" (SACMAT'21) Mar 22, 2023
Python 31 Pytorch implementation of Deep Reconstruction Classification Networks Aug 03, 2022
None 4 Pytorch implementation of GraphRec. Graph Neural Networks for Social Recommendation https://arxiv.org/abs/1902.07243 Feb 01, 2021
None 2 Official PyTorch Implementation of "Metropolis-Hastings Data Augmentation for Graph Neural Networks". NeurIPS 2021. Apr 01, 2024
Python 4 A pytorch implementation of "Graph Neural Networks Beyond Compromise Between Attribute and Topology". Sep 22, 2022
Python 29 Official PyTorch implementation of "Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks" Mar 04, 2024
Python 40 Revisiting Graph Neural Networks for Vulnerability Detection (ICSE 2022) (Pytorch) Apr 27, 2023
Python 10 Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks" Mar 16, 2023
Python 31 Pytorch implementation of "Real-time Convolutional Neural Networks for Emotion and Gender Classification" (mini-Xception) Apr 14, 2023
Python 6 Keras Implementation of "Convolutional Neural Networks for Sentence Classification" Jul 08, 2018
Python 7 PyTorch implementation of Hamiltonian deep neural networks. May 13, 2022
Python 18 pytorch implementation of DAG-Recurrent Neural Networks Mar 19, 2023
Python 47 Official PyTorch implementation of Hyperbolic Neural Networks++ Apr 26, 2023
Python 38 Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow) Apr 27, 2023
Python 15 A pytorch implementation of graph transformer for node classification Feb 22, 2023
Python 2 Jax/Flax implementation practice for various neural networks Mar 22, 2023
Python 51 A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN) and Residual Gated Graph ConvNets … Jul 06, 2022
Python 146 Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch Apr 03, 2023
Python 50 official PyTorch implementation of paper "Continual Meta-Learning with Bayesian Graph Neural Networks" (AAAI2020) Feb 21, 2023
Python 3 Preparing molecules and protein complexes for graph neural networks in PyTorch May 15, 2022
Python 8 Software implementation of Pyramidal Reservoir Graph Neural Networks Sep 17, 2022