ethanfetaya / NRI
Neural relational inference for interacting systems - pytorch
☆752Updated 5 years ago
Alternatives and similar repositories for NRI:
Users that are interested in NRI are comparing it to the libraries listed below
- GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models☆719Updated 3 years ago
- ☆421Updated 6 years ago
- Graph Markov Neural Networks☆407Updated 4 years ago
- Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019☆477Updated last year
- ☆489Updated 4 years ago
- A PyTorch Implementation of Gated Graph Sequence Neural Networks (GGNN)☆466Updated 5 years ago
- Graph convolutional recurrent neural network☆179Updated 7 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆194Updated last year
- Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry …☆313Updated 5 years ago
- How Powerful are Graph Neural Networks?☆1,215Updated 3 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆638Updated 2 years ago
- Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)☆284Updated 4 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆840Updated 3 years ago
- Weekly reading group on Graphs at Mila☆279Updated 5 years ago
- Implementation of Graph Auto-Encoders in TensorFlow☆1,684Updated 5 years ago
- A tutorial on Graph Convolutional Neural Networks☆318Updated 4 years ago
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆524Updated 4 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆473Updated 6 years ago
- Graph Auto-Encoder in PyTorch☆430Updated last year
- ☆519Updated 6 years ago
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆348Updated 2 years ago
- Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)☆485Updated 4 years ago
- Position-aware Graph Neural Networks☆400Updated 4 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆404Updated 2 years ago
- Simple reference implementation of GraphSAGE.☆1,016Updated 4 years ago
- Graph Convolutional Networks (GCNs)☆914Updated 7 years ago
- Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering☆1,354Updated 4 years ago
- gnn explainer☆945Updated 7 months ago
- ☆305Updated 3 years ago
- Keras-based implementation of Relational Graph Convolutional Networks☆810Updated 5 years ago