pyt-team / TopoEmbedX
Representation Learning on Topological Domains
☆80Updated this week
Alternatives and similar repositories for TopoEmbedX:
Users that are interested in TopoEmbedX are comparing it to the libraries listed below
- Computing on Topological Domains☆214Updated this week
- Topological Deep Learning☆269Updated 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 2 months ago
- ☆174Updated last year
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆117Updated this week
- Code for paper E(n)-Equivariant Topological Neural Networks☆34Updated 5 months ago
- Differentiable Euler Characteristic Transform☆17Updated 10 months ago
- Computational and Applied Topology List☆21Updated 3 months ago
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 2 years ago
- Deep learning made topological.☆83Updated 9 months ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆29Updated last year
- 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
- A topological machine learning framework based on PyTorch☆170Updated 3 weeks ago
- ☆32Updated 9 months ago
- High performance implementation of Vietoris-Rips persistence.☆46Updated 11 months ago
- Python library for multipersistence☆26Updated this week
- Message Passing Neural Networks for Simplicial and Cell Complexes☆161Updated last year
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆80Updated 11 months ago
- SCOTT: Synthesizing Curvature Operations and Topological Tools☆14Updated 4 months ago
- Topological Signal Processing in Python☆27Updated last week
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆52Updated 2 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆23Updated 5 years ago
- A curated list of topological deep learning (TDL) resources and links.☆244Updated last month
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated last year
- Deep Graph Mapper: Seeing Graphs through the Neural Lens☆58Updated last year
- ☆62Updated last year
- The essence of my research, distilled for reusability. Enjoy 🥃!☆65Updated 8 months ago
- The code for "Diffusion Geometry" (2024).☆42Updated 11 months ago
- Implementation of the PersLay layer for persistence diagrams☆81Updated last year
- ☆44Updated 2 years ago