Graph Auto-Encoder in PyTorch
☆446Mar 17, 2024Updated last year
Alternatives and similar repositories for gae-pytorch
Users that are interested in gae-pytorch are comparing it to the libraries listed below
Sorting:
- Graph Auto-Encoder in PyTorch☆81Apr 14, 2023Updated 2 years ago
- This repository implements variational graph auto encoder by Thomas Kipf.☆421Sep 20, 2021Updated 4 years ago
- Implementation of Graph Auto-Encoders in TensorFlow☆1,730Jan 3, 2020Updated 6 years ago
- Reimplementation of Graph Autoencoder by Kipf & Welling with DGL.☆63Jan 31, 2023Updated 3 years ago
- [GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)☆344Apr 25, 2024Updated last year
- Newton–Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems☆11Oct 19, 2023Updated 2 years ago
- Graph Convolutional Networks in PyTorch☆5,397Sep 20, 2020Updated 5 years ago
- Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)☆1,079Feb 15, 2023Updated 3 years ago
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆358Jul 9, 2020Updated 5 years ago
- This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., …☆187Feb 28, 2022Updated 4 years ago
- A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.☆680Oct 3, 2023Updated 2 years ago
- Source code and dataset for KDD 2020 paper "Adaptive Graph Encoder for Attributed Graph Embedding"☆115Jul 6, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,713Feb 2, 2024Updated 2 years ago
- GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models☆735Jan 20, 2022Updated 4 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆663Nov 1, 2022Updated 3 years ago
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,114Jul 6, 2023Updated 2 years ago
- Source code from the NeurIPS 2019 workshop article "Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks" (G. Salha, R…☆136Oct 12, 2020Updated 5 years ago
- A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"☆412Jul 25, 2024Updated last year
- Variational Graph Recurrent Neural Networks - PyTorch☆117Jul 8, 2020Updated 5 years ago
- Graph Attention Auto-Encoders☆80Mar 24, 2023Updated 2 years ago
- Attention over nodes in Graph Neural Networks using PyTorch [NeurIPS 2019]☆288Oct 25, 2020Updated 5 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,230Mar 28, 2025Updated 11 months ago
- Hierarchical Graph Pooling with Structure Learning☆344Jul 12, 2021Updated 4 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆491Dec 5, 2018Updated 7 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆20Apr 24, 2023Updated 2 years ago
- Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"☆303May 12, 2023Updated 2 years ago
- Strategies for Pre-training Graph Neural Networks☆1,052Jul 29, 2023Updated 2 years ago
- How Powerful are Graph Neural Networks?☆1,275Jul 1, 2021Updated 4 years ago
- Semi-supervised learning with graph embeddings☆946Mar 5, 2020Updated 5 years ago
- ☆302Jul 17, 2022Updated 3 years ago
- ⚡️Lightweight framework for NLP research, based on PyTorch⚡️☆12Apr 5, 2023Updated 2 years ago
- Inferring disease-associated miRNAs☆10Mar 21, 2020Updated 5 years ago
- Structural Deep Clustering Network☆290Jul 6, 2023Updated 2 years ago
- [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive L…☆507Aug 12, 2022Updated 3 years ago
- AM-GCN: Adaptive Multi-channel Graph Convolutional Networks☆253Aug 25, 2020Updated 5 years ago
- Pytorch implementation of a RGCN Link Prediction Model☆265Aug 19, 2021Updated 4 years ago
- Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" …☆324Dec 27, 2023Updated 2 years ago
- Graph Neural PDEs☆339Oct 20, 2022Updated 3 years ago
- gnn explainer☆1,031Aug 30, 2024Updated last year