pyt-team / TopoModelX
Topological Deep Learning
☆269Updated this week
Alternatives and similar repositories for TopoModelX:
Users that are interested in TopoModelX are comparing it to the libraries listed below
- Computing on Topological Domains☆214Updated this week
- ☆174Updated last year
- Representation Learning on Topological Domains☆80Updated this week
- A curated list of topological deep learning (TDL) resources and links.☆244Updated last month
- TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning☆117Updated 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
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 2 years ago
- A topological machine learning framework based on PyTorch☆170Updated 3 weeks ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆161Updated last year
- Deep learning made topological.☆83Updated 9 months ago
- 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
- Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML …☆499Updated 11 months ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆65Updated 8 months ago
- Graph Neural PDEs☆331Updated 2 years ago
- ☆32Updated 9 months ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆108Updated 2 years ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆34Updated 5 months ago
- Geometric kernels on manifolds, meshes and graphs☆247Updated 3 weeks ago
- Python library for multipersistence☆26Updated this week
- ☆183Updated 2 months ago
- ☆74Updated last year
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆29Updated last year
- Code used by the "Clifford Group Equivariant Neural Networks" paper.☆80Updated 11 months ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated last year
- SignNet and BasisNet☆97Updated last year
- High performance implementation of Vietoris-Rips persistence.☆46Updated 11 months ago
- ☆20Updated 4 years ago
- Computational and Applied Topology List☆21Updated 3 months ago
- PLLay: Efficient Topological Layer based on Persistence Landscapes☆21Updated 4 years ago
- Code for "Manifold Diffusion Geometry: Curvature, Tangent Spaces, and Dimension"☆44Updated 5 months ago