wangru25 / HERMES
HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent eigenvalues).
☆19Updated 11 months ago
Alternatives and similar repositories for HERMES:
Users that are interested in HERMES are comparing it to the libraries listed below
- ☆20Updated 3 years ago
- Python library for multipersistence☆21Updated this week
- Persistence differentiation with Gudhi and Tensorflow☆18Updated last year
- Official repository for the Topological Deep Learning Challenge 2024, organized by TAG-DS & PyT-Team and hosted by GRaM Workshop @ ICML 2…☆38Updated this week
- The essence of my research, distilled for reusability. Enjoy 🥃!☆63Updated 6 months ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆105Updated last year
- V-Mapper -☆11Updated last year
- Local signatures for 3D shapes with persistent homology☆13Updated 5 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆11Updated 7 months ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆27Updated last year
- Topological Neural Networks go Persistent, Equivariant and Continuous☆10Updated 8 months ago
- Topological Graph Neural Networks (ICLR 2022)☆120Updated 2 years ago
- Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…☆76Updated 3 years ago
- Topological Signal Processing in Python☆23Updated last week
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆23Updated 4 years ago
- explanation / demos of topology concepts☆13Updated 2 years ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆35Updated 2 months ago
- GraphCON (ICML 2022)☆59Updated 2 years ago
- Computational and Applied Topology List☆20Updated 3 weeks ago
- Python-based persistent homology algorithms☆18Updated last year
- Chowdhury, S. and Mémoli, F., Persistent Path Homology of Directed Networks. SODA 2018.☆13Updated 3 years ago
- High performance implementation of Vietoris-Rips persistence.☆43Updated 8 months ago
- Implementation of the PersLay layer for persistence diagrams☆80Updated last year
- ☆14Updated 7 years ago
- Codes for the Numerical Results of the paper "Tangent Bundle Neural Networks: from Manifolds to Celullar Sheaves and Back"☆11Updated last year
- DPPIN: A Biological Repository of Dynamic Protein-Protein Interaction Network Data, IEEE BigData 2022☆27Updated 2 years ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆142Updated 3 years ago
- Simplicial neural network benchmarking software☆17Updated 2 years ago
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 4 years ago
- A topological machine learning framework based on PyTorch☆161Updated 5 months ago