KaroliShp / CatGNN
Prototype for a Category Theory-based GNN Library
☆13Updated 2 years ago
Alternatives and similar repositories for CatGNN:
Users that are interested in CatGNN are comparing it to the libraries listed below
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆41Updated last year
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆17Updated last year
- Codes for the Numerical Results of the paper "Tangent Bundle Neural Networks: from Manifolds to Celullar Sheaves and Back"☆11Updated last year
- ☆68Updated last year
- Sheaves library for graph abstractions based on NetworkX☆14Updated 5 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆86Updated last year
- ☆116Updated last year
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆14Updated last year
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆76Updated 3 years ago
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆49Updated 6 months ago
- Measuring generalization properties of graph neural networks☆15Updated last year
- ☆10Updated last year
- Graph Positional and Structural Encoder☆44Updated last month
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆54Updated 2 years ago
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆71Updated 5 months ago
- ☆173Updated last year
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆154Updated last year
- ☆32Updated last year
- Message Passing Neural Networks for Simplicial and Cell Complexes☆158Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆119Updated 2 years ago
- A curated list of awesome Hypergraph Learning frameworks, libraries and software.☆20Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 6 months ago
- A library for subgraph GNN based on pyg☆41Updated last month
- Differentiable Euler Characteristic Transform☆17Updated 7 months ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆126Updated last year
- Representation Learning on Topological Domains☆79Updated this week
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆55Updated last year
- This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph…☆27Updated 2 years ago
- ☆56Updated 2 years ago
- DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-R…☆17Updated last year