pyt-team / TopoEmbedXLinks
Representation Learning on Topological Domains
☆81Updated this week
Alternatives and similar repositories for TopoEmbedX
Users that are interested in TopoEmbedX are comparing it to the libraries listed below
Sorting:
- Computing on Topological Domains☆227Updated last week
- Topological Deep Learning☆282Updated this week
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 4 months ago
- ☆174Updated last year
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆136Updated this week
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆80Updated 4 years ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆35Updated 7 months ago
- Differentiable Euler Characteristic Transform☆17Updated last year
- Deep learning made topological.☆82Updated 11 months ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆31Updated last year
- A topological machine learning framework based on PyTorch☆183Updated last week
- High performance implementation of Vietoris-Rips persistence.☆48Updated last year
- Computational and Applied Topology List☆21Updated last month
- Message Passing Neural Networks for Simplicial and Cell Complexes☆163Updated 2 years ago
- ☆31Updated 11 months ago
- Topological Graph Neural Networks (ICLR 2022)☆124Updated 3 years ago
- ☆44Updated 2 years ago
- Topological Signal Processing in Python☆29Updated last month
- Python library for multipersistence☆28Updated this week
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆51Updated 3 years ago
- The code for "Diffusion Geometry" (2024).☆43Updated last year
- Synthetic data sets apt for Topological Data Analysis☆37Updated 3 months ago
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆83Updated last year
- A curated list of topological deep learning (TDL) resources and links.☆255Updated last month
- ☆77Updated last year
- Implementation of the PersLay layer for persistence diagrams☆82Updated last year
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆58Updated 2 years ago
- Official Repository of Adaptive Message Passing☆16Updated last week
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆150Updated 3 years ago
- Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/☆30Updated 2 years ago