samirchowdhury / HyperCOT
Code for computing Hypergraph Co-Optimal Transport distances
☆16Updated 2 years ago
Alternatives and similar repositories for HyperCOT:
Users that are interested in HyperCOT are comparing it to the libraries listed below
- Statistics on the space of asymmetric networks via Gromov-Wasserstein distance☆13Updated 4 years ago
- Persistence differentiation with Gudhi and Tensorflow☆18Updated last year
- CO-Optimal Transport☆42Updated 4 years ago
- Scalable framework for comparing metric measure spaces with up to 1M points.☆14Updated 3 years ago
- Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes☆106Updated 2 years ago
- This is the code related to the article 'Intrinsic persistent homology via density-based metric learning'☆10Updated last year
- The essence of my research, distilled for reusability. Enjoy 🥃!☆64Updated 7 months ago
- Embedding graphs in symmetric spaces☆30Updated 3 years ago
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆44Updated 2 years ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆27Updated 5 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Updated 2 years ago
- Optimal transport and generalizations☆62Updated 5 years ago
- explanation / demos of topology concepts☆14Updated 2 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆11Updated 8 months ago
- Code for the paper "Topological Autoencoders" by Michael Moor, Max Horn, Bastian Rieck, and Karsten Borgwardt.☆144Updated 3 years ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆36Updated 4 months ago
- Code for Optimal Transport for structured data with application on graphs☆98Updated 2 years ago
- Synthetic data sets apt for Topological Data Analysis☆36Updated this week
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆49Updated 2 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆24Updated 4 years ago
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆17Updated last year
- 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
- HERMES: A software package for simultaneous topological data analysis (persistent Betti numbers) and geometric data analysis (persistent …☆19Updated last year
- Differentiable Euler Characteristic Transform☆17Updated 9 months ago
- Hodge/Bochner Laplacians of simplicial complexes, their spectra, higher-order diffusion and random walks☆28Updated last year
- Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.☆17Updated 2 years ago
- SCOTT: Synthesizing Curvature Operations and Topological Tools☆14Updated 3 months ago
- Python implementation of smooth optimal transport.☆57Updated 3 years ago
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆28Updated 5 years ago