Graph Neural PDEs
☆345Oct 20, 2022Updated 4 years ago
Alternatives and similar repositories for graph-neural-pde
Users that are interested in graph-neural-pde are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GraphCON (ICML 2022)☆61Sep 29, 2022Updated 4 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆171Jun 13, 2023Updated 3 years ago
- ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks(ICLR 2023)☆22Nov 3, 2023Updated 2 years ago
- Gradient gating (ICLR 2023)☆56May 11, 2023Updated 3 years ago
- ChebLieNet, a spectral graph neural network turned equivariant by Riemannian geometry on Lie groups.☆14Aug 20, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆43Jul 3, 2022Updated 4 years ago
- ☆47Nov 17, 2021Updated 4 years ago
- ☆101Aug 16, 2023Updated 3 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆266Feb 10, 2022Updated 4 years ago
- ☆35Jan 29, 2021Updated 5 years ago
- On the Robustness of Graph Neural Diffusion to Topology Perturbations☆15Nov 4, 2022Updated 3 years ago
- Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"☆210Jul 6, 2023Updated 3 years ago
- ☆19Dec 9, 2023Updated 2 years ago
- Scattering GCN: overcoming oversmoothness in graph convolutional networks☆25Jun 6, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Using graph network to solve PDEs☆457Jun 2, 2025Updated last year
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆100Apr 25, 2022Updated 4 years ago
- Neural Graph Differential Equations (Neural GDEs)☆213Apr 15, 2021Updated 5 years ago
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 5 years ago
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 6 years ago
- Using Hodge graph neural networks for path prediction; ICML paper @ https://arxiv.org/abs/2102.10058☆13Jan 11, 2022Updated 4 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆90May 21, 2023Updated 3 years ago
- ☆17Jun 4, 2021Updated 5 years ago
- ☆26Sep 27, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,582May 2, 2024Updated 2 years ago
- Official Pytorch Implementation of GraphiT☆111Jul 6, 2021Updated 5 years ago
- Implicit Graph Neural Networks☆63Nov 15, 2021Updated 4 years ago
- Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch☆167Aug 30, 2022Updated 4 years ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆883Jul 4, 2024Updated 2 years ago
- NeurIPS 2022: Tree Mover’s Distance: Bridging Graph Metrics and Stability of Graph Neural Networks☆37Aug 4, 2023Updated 3 years ago
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆43Mar 18, 2023Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- ☆154Aug 23, 2021Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆31Oct 10, 2021Updated 5 years ago
- ☆311Jul 17, 2022Updated 4 years ago
- ☆26Jul 15, 2021Updated 5 years ago
- SIGN: Scalable Inception Graph Network☆95Nov 3, 2020Updated 5 years ago
- ☆141Jul 9, 2023Updated 3 years ago
- Improved diffusion generative models with subspaces☆136Jun 1, 2022Updated 4 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,100May 6, 2025Updated last year