JiaxuanYou / graph-generationView external linksLinks
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
☆735Jan 20, 2022Updated 4 years ago
Alternatives and similar repositories for graph-generation
Users that are interested in graph-generation are comparing it to the libraries listed below
Sorting:
- ☆432Mar 8, 2019Updated 6 years ago
- Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019☆479Aug 3, 2023Updated 2 years ago
- ☆359Oct 12, 2022Updated 3 years ago
- Implementation of the paper "NetGAN: Generating Graphs via Random Walks".☆198Dec 7, 2020Updated 5 years ago
- Position-aware Graph Neural Networks☆402Oct 12, 2020Updated 5 years ago
- Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs☆290Oct 25, 2023Updated 2 years ago
- Junction Tree Variational Autoencoder for Molecular Graph Generation (ICML 2018)☆544Dec 1, 2022Updated 3 years ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,279Mar 18, 2023Updated 2 years ago
- Pytroch implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)☆174Oct 29, 2018Updated 7 years ago
- Neural relational inference for interacting systems - pytorch☆767Nov 19, 2019Updated 6 years ago
- Sample code for Constrained Graph Variational Autoencoders☆240Jun 3, 2023Updated 2 years ago
- Implementation of Graph Auto-Encoders in TensorFlow☆1,729Jan 3, 2020Updated 6 years ago
- How Powerful are Graph Neural Networks?☆1,271Jul 1, 2021Updated 4 years ago
- Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML …☆28Aug 23, 2022Updated 3 years ago
- ☆46Aug 14, 2017Updated 8 years ago
- Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling☆115Jul 6, 2023Updated 2 years ago
- Code for Graph Normalizing Flows.☆63Oct 28, 2019Updated 6 years ago
- Build Graph Nets in Tensorflow☆5,392Dec 12, 2022Updated 3 years ago
- A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)☆540Nov 22, 2019Updated 6 years ago
- Weekly reading group on Graphs at Mila☆280Apr 25, 2019Updated 6 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆847Dec 13, 2021Updated 4 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,498Apr 9, 2022Updated 3 years ago
- ☆504Jan 13, 2021Updated 5 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,359Apr 14, 2023Updated 2 years ago
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆356Jun 12, 2025Updated 8 months ago
- links to conference publications in graph-based deep learning☆5,019Feb 7, 2026Updated last week
- Graph Neural Network Library for PyTorch☆23,469Updated this week
- Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)☆274Apr 26, 2023Updated 2 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,071May 6, 2025Updated 9 months ago
- ☆356Jan 4, 2025Updated last year
- Strategies for Pre-training Graph Neural Networks☆1,049Jul 29, 2023Updated 2 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,188Jul 31, 2022Updated 3 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,229Jul 31, 2025Updated 6 months ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,657Aug 4, 2024Updated last year
- Graph Convolutional Networks in PyTorch☆5,397Sep 20, 2020Updated 5 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆400Jun 17, 2024Updated last year
- Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry …☆317Oct 18, 2019Updated 6 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,650Jun 22, 2023Updated 2 years ago
- Implementation of "Learning Deep Generative Models"☆12Jun 4, 2019Updated 6 years ago