TQCAI / graph_nets_pytorchLinks
Graph Nets (GN) implement by pytorch
☆17Updated 6 years ago
Alternatives and similar repositories for graph_nets_pytorch
Users that are interested in graph_nets_pytorch are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…☆52Updated 5 years ago
- Neural Graph Differential Equations (Neural GDEs)☆212Updated 4 years ago
- Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation☆96Updated 3 years ago
- Differentiable Physics-informed Graph Networks☆67Updated 5 years ago
- ☆14Updated 5 years ago
- ☆57Updated 3 years ago
- Graph Neural PDEs☆338Updated 3 years ago
- Neural Dynamics on Complex Networks☆55Updated 5 years ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆61Updated last year
- ☆47Updated 5 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆26Updated last year
- GraphCON (ICML 2022)☆60Updated 3 years ago
- Gradient gating (ICLR 2023)☆55Updated 2 years ago
- Learning Discrete Structures for Graph Neural Networks (TensorFlow implementation)☆199Updated last year
- This repository contains experiments with Neural Ordinary Differential Equations with simulated and real empirical data☆200Updated 6 years ago
- ☆16Updated last year
- ☆47Updated 4 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆267Updated 4 years ago
- A list for GNNs and related works.☆104Updated 2 months ago
- A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).☆162Updated 6 years ago
- ☆35Updated 5 years ago
- A simple Graph Net in PyTorch☆24Updated 5 years ago
- Variational Graph Recurrent Neural Networks - PyTorch☆117Updated 5 years ago
- Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021☆46Updated 4 years ago
- Graph Neural Network Tutorial☆196Updated 5 years ago
- Pytorch implementation of Graph U-Nets (ICML19)☆546Updated 5 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 4 years ago
- ☆62Updated 5 years ago
- Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Poolin…☆277Updated 10 months ago
- Accompanying code for "Weak form generalized Hamiltonian learning"☆10Updated 4 years ago