wangru25 / HERMESLinks
HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent eigenvalues).
☆19Updated last year
Alternatives and similar repositories for HERMES
Users that are interested in HERMES are comparing it to the libraries listed below
Sorting:
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated 7 months ago
- ☆22Updated 4 years ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆31Updated 2 years ago
- Python library for multipersistence☆32Updated 2 weeks ago
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 3 years ago
- Topological Deep Learning☆293Updated 2 weeks ago
- V-Mapper -☆10Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆151Updated 3 years ago
- Persistence differentiation with Gudhi and Tensorflow☆19Updated last year
- Representation Learning on Topological Domains☆88Updated last week
- Local signatures for 3D shapes with persistent homology☆13Updated 6 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆163Updated 2 years ago
- Code for paper E(n)-Equivariant Topological Neural Networks☆37Updated 9 months ago
- GraphCON (ICML 2022)☆59Updated 2 years ago
- Implementation of the PersLay layer for persistence diagrams☆84Updated last year
- A topological machine learning framework based on PyTorch☆189Updated 2 months ago
- Topological Neural Networks go Persistent, Equivariant and Continuous☆14Updated last year
- Differentiable Euler Characteristic Transform☆17Updated last year
- DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data, IEEE BigData 2022☆30Updated 2 years ago
- ☆176Updated 2 years ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Updated 9 months ago
- Computing on Topological Domains☆237Updated last week
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆31Updated this week
- OTGNN code☆55Updated 5 years ago
- Piece-wise Linear curves converted to point-clouds, analysed with Persistent Homology, represented as HyperGraphs.☆16Updated 5 months ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated 2 years ago
- ☆14Updated 8 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆36Updated last year
- Topological Signal Processing in Python☆33Updated last month
- ☆31Updated last year