pyt-team / challenge-icml-2024Links
Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2024.
☆38Updated 6 months ago
Alternatives and similar repositories for challenge-icml-2024
Users that are interested in challenge-icml-2024 are comparing it to the libraries listed below
Sorting:
- Representation Learning on Topological Domains☆85Updated last week
- Computing on Topological Domains☆235Updated last week
- ☆175Updated last year
- Topological Deep Learning☆289Updated last week
- Code for paper E(n)-Equivariant Topological Neural Networks☆37Updated 9 months ago
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆163Updated 2 years ago
- GraphCON (ICML 2022)☆59Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Updated last year
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆140Updated this week
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆79Updated 4 years ago
- Official Repository of Adaptive Message Passing☆18Updated last month
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆31Updated 2 years ago
- Equivariant Mesh Attention Networks☆21Updated 2 years ago
- ☆22Updated 4 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated 2 years ago
- A topological machine learning framework based on PyTorch☆185Updated last month
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆82Updated last year
- ☆80Updated 2 years ago
- A curated list of topological deep learning (TDL) resources and links.☆255Updated 2 months ago
- Code for the KDD 2021 paper 'Filtration Curves for Graph Representation'☆18Updated 2 years ago
- A library for subgraph GNN based on pyg☆40Updated 9 months ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆15Updated last year
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- Simplicial neural network benchmarking software☆17Updated 3 years ago
- ☆41Updated 3 years ago
- HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent …☆19Updated last year
- SignNet and BasisNet☆101Updated 2 years ago
- Computational and Applied Topology List☆22Updated 2 months ago
- ☆31Updated last year